-
ort
A safe Rust wrapper for ONNX Runtime 1.18 - Optimize and accelerate machine learning inference & training
-
mosec
Model Serving made Efficient in the Cloud
-
safetensors
functions to read and write safetensors which aim to be safer than their PyTorch counterpart. The format is 8 bytes which is an unsized int, being the size of a JSON header, the JSON…
-
tch
Rust wrappers for the PyTorch C++ api (libtorch)
-
fastembed
https://github.com/qdrant/fastembed
-
nerve-ai
Nerve is a tool that allows creating stateful agents with any LLM of your choice - without writing a single line of code. The tool provides to the model a framework of functionalities for planning…
-
rust-bert
Ready-to-use NLP pipelines and language models
-
tiktoken-rs
encoding and decoding with the tiktoken library in Rust
-
rv
Random variables
-
rstats
Statistics, Information Measures, Data Analysis, Linear Algebra, Clifford Algebra, Machine Learning, Geometric Median, Matrix Decompositions, Mahalanobis Distance, Hulls, Multithreading
-
burn
Flexible and Comprehensive Deep Learning Framework in Rust
-
cudarc
Safe wrappers around CUDA apis
-
lance
A columnar data format that is 100x faster than Parquet for random access
-
rgwml
ONLY 🤯 RUST-dominant AI, Data Science & Machine Learning RUST Library designed to minimize developer cognitive load, and replicate the Python Pandas Library with OpenAI, XGBoost…
-
candle-transformers
Minimalist ML framework
-
openai_dive
OpenAI Dive is an unofficial async Rust library that allows you to interact with the OpenAI API
-
forust-ml
A lightweight gradient boosting implementation in Rust
-
openvino
High-level bindings for OpenVINO
-
gbdt
Gradient Boosting Regression Tree in Rust programming language
-
ollama-rs
interacting with the Ollama API
-
google-tpu1
A complete library to interact with TPU (protocol v1)
-
web-rwkv
RWKV language model in pure WebGPU
-
hf-hub
crates aims ease the interaction with huggingface It aims to be compatible with huggingface_hub python package…
-
tract-nnef
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
aws-sdk-lookoutequipment
AWS SDK for Amazon Lookout for Equipment
-
aws-sdk-machinelearning
AWS SDK for Amazon Machine Learning
-
langchain-rust
LangChain for Rust, the easiest way to write LLM-based programs in Rust
-
rten
Machine learning runtime
-
tflite
Rust bindings for TensorFlow Lite
-
constriction
Entropy coders for research and production (Rust and Python)
-
lace
A probabilistic cross-categorization engine
-
liboxen
Oxen is a fast, unstructured data version control, to help version datasets, written in Rust
-
rusty-tesseract
wrapper for Google Tesseract
-
pv_rhino
bindings for Picovoice's Rhino library
-
easy-ml
Machine learning library providing matrices, named tensors, linear algebra and automatic differentiation aimed at being easy to use
-
petal-clustering
A collection of clustering algorithms
-
tensorflow
Rust language bindings for TensorFlow
-
nuts-rs
Sample from unnormalized densities using Hamiltonian MCMC
-
finalfusion
Reader and writer for common word embedding formats
-
axolotlsay
💬 a CLI for learning to distribute CLIs in rust
-
llm-samplers
Token samplers for large language models
-
google-ml1
A complete library to interact with Cloud Machine Learning Engine (protocol v1)
-
dfdx
Ergonomic auto differentiation in Rust, with pytorch like apis
-
listenbrainz-cli-tools
A CLI app containing a set of useful tools for Listenbrainz
-
linfa
A Machine Learning framework for Rust
-
azure_mgmt_machinelearning
generated REST API bindings
-
dlpark
dlpack Rust binding for Python
-
ecfuzz
Evolutionary Coverage-guided Fuzzing engine
-
lance-datagen
A columnar data format that is 100x faster than Parquet for random access
-
myval
Lightweight Apache Arrow data frame
-
ffsvm
A libSVM compatible support vector machine, but up to 10x faster, for games or VR
-
gbnf
A libray for working with GBNF
-
discorec
Recommendations for Rust using collaborative filtering
-
ask-sh
An AI command line assistant, which is context-aware and multi-turn capable
-
smartcore
Machine Learning in Rust
-
kmedoids
k-Medoids clustering with the FasterPAM algorithm
-
oatmeal
Terminal UI to chat with large language models (LLM) using different model backends, and direct integrations with your favourite editors!
-
gitbuddy
An AI-driven tool designed to simplify your Git commit process
-
ollama-inquire
Query any LLM found on Ollama from the terminal!
-
rust_tokenizers
High performance tokenizers for Rust
-
cgip
Terminal client for interacting with Chat GPT that allows you to build and manipulate contexts
-
lgbm
Unofficial Rust bindings for LightGBM
-
aleph-alpha-client
Interact with large language models provided by the Aleph Alpha API in Rust code
-
femto-gpt
Minimal Rust library for training GPT language-models
-
FerrousLearn
dependancy free, machine learning
-
openai
An unofficial Rust library for the OpenAI API
-
ask-ollama
Query any LLM found on Ollama from the terminal!
-
stable-diffusion-cli
Stable Diffusion CLI
-
llm
ecosystem of libraries for running inference on large language models, inspired by llama.cpp
-
clust
An unofficial Rust client for the Anthropic/Claude API
-
similari-trackers-rs
Machine learning framework for building object trackers and similarity search engines
-
rag-toolchain
native library designed to empower developers with seamless access to common Gen AI workflows
-
freebsd-geom-exporter
Proemtheus exporter for FreeBSD's GEOM device statistics
-
llama-cpp-2
llama.cpp bindings for Rust
-
raybnn
RayBNN
-
hyperparameter
A high performance configuration system for Rust
-
miniboosts
collection of boosting algorithms written in Rust 🦀
-
abd-clam
Clustering, Learning and Approximation with Manifolds
-
mnist
data set parser
-
huge-commit
make commit message with openai
-
fekan
building and training Kolmogorov-Arnold neural networks
-
neat
working with NEAT in rust
-
llama_cpp
High-level bindings to llama.cpp with a focus on just being really, really easy to use
-
tract-hir
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
onnxruntime-ng
Wrapper around Microsoft's ONNX Runtime
-
llm-chain
running chains of LLMs (such as ChatGPT) in series to complete complex tasks, such as text summation
-
libffm
Field-aware factorization machines in Rust
-
autograph
A machine learning library for Rust
-
pipeless-ai
An open-source computer vision framework to build and deploy applications in minutes
-
omikuji
an efficient implementation of Partitioned Label Treesand its variations for extreme multi-label classification
-
egobox
A toolbox for efficient global optimization
-
openpilot
Towards fully autonomous driving
-
musicgpt
Generate music based on natural language prompts using LLMs running locally
-
kalosm
interface for pretrained AI models
-
fasttext
binding
-
bkmr
A Bookmark Manager and Launcher for the Terminal
-
renplex
capable of modeling complexed-valued neural networks built with Rust
-
batched-fn
Middleware for serving deep learning models with batched prediction
-
surrealml-core
The core machine learning library for SurrealML that enables SurrealDB to store and load ML models
-
atuin-history
The history crate for Atuin
-
hdbscan
clustering in pure Rust. A huge improvement on DBSCAN, capable of identifying clusters of varying densities.
-
openvx
1.3.1 wrapper
-
pav_regression
The pair adjacent violators algorithm for isotonic regression
-
kn-cuda-eval
A CUDA executor for neural network graphs
-
candle-core
Minimalist ML framework
-
giton
AI-powered utility for Git
-
iron_learn
A pure Rust Machine Learning Library with Generic Tensor and a Gradient Descent Optimization Function
-
azure_mgmt_machinelearningservices
generated REST API bindings
-
callm
Run Generative AI models directly on your hardware
-
neurons
Modular neural networks in Rust
-
cecile-supercool-tracker
Machine learning framework for building object trackers and similarity search engines
-
jiro_nn
Neural Networks framework with model building & data preprocessing features
-
affinitree
distill faithful decision trees out of neural networks
-
FerriteChatter
ChatGPT CLI
-
lance-datafusion
Internal utilities used by other lance modules to simplify working with datafusion
-
automl
Automated machine learning for classification and regression
-
rai
ML framework with Ergonomic APIs in Rust
-
drama_llama
language modeling and text generation
-
fsrs
including Optimizer and Scheduler
-
perpetual
A self-generalizing, hyperparameter-free gradient boosting machine
-
kbnf
A fast constrained decoding engine based on context free grammar
-
bigml
Unofficial BigML client bindings
-
pllm
Portable LLM
-
changepoint
Change Point Detection in Rust
-
fann
Wrapper for the Fast Artificial Neural Networks library
-
mlflow_rs
A client library for experiment tracking with MLflow
-
sentencepiece
Binding for the sentencepiece tokenizer
-
trane
An automated system for learning complex skills
-
liminal
An AI hallucination of an internet
-
hiramu-cli
A command-line interface tool for interacting with large language models (LLMs) on AWS Bedrock and generating text based on prompts
-
statistical_computing
statistical computing in Rust
-
usiagent
framework for Shogi AI development that supports the usi protocol
-
gai
Automatically generate commit messages from a git diff using AI
-
mlx-rs
Unofficial rust wrapper for Apple's mlx machine learning library
-
fb_stats
Stats library
-
usls
integrated with ONNXRuntime, providing a collection of ML models
-
cog-rust
Rust containers for machine learning
-
luminal
Deep learning at the speed of light
-
ballista-executor
Ballista Distributed Compute - Executor
-
poro
toy neural network library
-
azure_mgmt_machinelearningexperimentation
generated REST API bindings
-
qopt
optimization library
-
algorithmia
Client for calling algorithms and managing data hosted using Algorithmia
-
qdrant_rest_client
The Qdrant SDK for WebAssembly
-
rlgym_sim_rs
Rust port of RLGym-sim
-
hyperopt
Tree-of-Parzen-estimators hyperparameter optimization
-
llama-desktop
Desktop interface for Ollama
-
f-tree
the cli app to execute the commands from forester
-
csep
Cosine Similarity Embeddings Print
-
proverbilo
Programo por montri hazardajn proverbojn en Esperanto
-
confusion_matrix
Confusion matrix implementation for storing results from a classification experiment and providing statistical information
-
ct2rs
Rust bindings for OpenNMT/CTranslate2
-
llm-neox
GPT-NeoX for the
llm
ecosystem -
dsntk-examples
Decision Toolkit | Examples
-
unda
General purpose machine learning crate for neural network development and analysis
-
tensor_types
Create typed and sized-checked Rust wrappers for Tensors for more reliable ML code
-
tetr_ch
TETRA CHANNEL API
-
autom
Automaton
-
candle-einops
python einops package for the Candle ML library
-
gpustat
A rust-version of gpustat
-
eval-metrics
Evaluation metrics for machine learning
-
autograd
Tensors and differentiable operations in Rust
-
medmodels
Limebit MedModels Crate
-
espionox
creating multi-agent workflows in Rust
-
tlparse
Parse TORCH_LOG logs produced by PyTorch torch.compile
-
crabst
download statistics on your cli
-
lace_geweke
Geweke tester for Lace
-
txtai
Rust client for txtai
-
neuroforge
A neural network library with advanced features including quantum-inspired neurons, adaptive architecture, and neuro-symbolic integration
-
netidx-sysinfo
Publishes top-like stats from sysinfo into netidx
-
lmutils
A set of utilities for working with linear regression models
-
candle-crf
porting pytorch-crf to candle
-
tract-onnx-opl
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
llama-core
The core library of LlamaEdge
-
cv-convert
Type conversions among famous Rust computer vision libraries
-
neuros
package for Artificial (Feedforward) Neural Networks (ANNs) processing
-
system_info_collector
fast application to collect os information and create graphs based on it
-
auto-diff
A neural network library in Rust
-
rust-lstm
LSTM (Long Short-Term Memory) neural networks
-
Rust_Simple_DNN
making optimized modular neural networks in rust
-
rig-core
An opinionated library for building LLM powered applications
-
darjeeling
Machine learning tools for rust. Currently comprising of categorization and generation neural network model training
-
linfa-clustering
A collection of clustering algorithms
-
unsafe_bst
bst crate, created as a project for class
-
wisard
nets implementation in Rust
-
valentinus
Next generation vector database built with LMDB bindings
-
fastapprox
Fast approximate versions of certain functions that arise in machine learning
-
tictacrustle
Tic Tac Toe game with a Menace[ing] AI
-
opensrdk-kernel-method
Standard Kernel Method library for OpenSRDK toolchain
-
cervo
High level APIs for RL in games
-
nncombinator
neural networks that can be written type-safely
-
re_int_histogram
A histogram with
i64
keys andu32
counts, supporting both sparse and dense uses -
google-generative-ai-rs
An unofficial rust-based client library to interact with the Google Gemini generative AI API
-
fksainetwork
neural network
-
paddleocr
wrapper for PaddleOCR-JSON
-
bhtsne
Exact and Barnes-Hut implementations of t-SNE
-
forger
reinforcement learning with Rust
-
juice
Machine Learning Framework for Hackers
-
fb_stats_traits
Traits for stats crate
-
zenu-autograd
autograd library for learning purposes
-
llmvm-outsource
An llmvm backend which sends text and chat generation requests to known hosted language model providers
-
mynn
Experimental no_std type-safe neural network library
-
terraphim_automata
Automata for searching and processing knowledge graphs
-
git-ai
Git AI: Automates commit messages using ChatGPT. Stage your files, and Git AI generates the messages.
-
fbleau
measuring black-box security via Machine Learning
-
rustrees
Decision trees in Rust
-
plexo-sdk
Plexo SDK
-
sproutml
Machine Learning Library built in Rust
-
graphrox
A graph library for graph compression and fast processing of graph approximations
-
sophus_lie
sophus - geometry for robotics and computer vision
-
gguf-rs
GGUF file parser
-
rten-generate
simplify running auto-regressive models with RTen
-
darknet
wrapper for Darknet, an open source neural network framework written in C and CUDA
-
rl
A reinforcement learning library
-
stable-diffusion-trainer
Stable Diffusion Trainer
-
ice-nine
ML library
-
esp-idf-unda
Embedded neural network forward feeding for precompiled models created by the unda crate
-
ai-agents
designed for building and managing generative AI agents, leveraging the capabilities of large language models (LLMs)
-
bigml-parallel
CLI tool for executing multiple BigML scripts in parallel
-
asimov
building high performance LLM-powered applications
-
rcudnn
safe Rust wrapper for CUDA's cuDNN
-
rusticsom
Self Organising Maps (SOM)
-
neat-gru
NEAT algorithm with GRU gates
-
chessai
a chiness chess ai
-
gitstats
fetch stats from a git repository
-
zyx-opencl
Zyx OpenCL backend
-
regressionu
Regression implementation with perpetual update functionaility
-
nnsplit
split text using a neural network. For sentence boundary detection, compound splitting and more.
-
rwkv-tokenizer
A fast RWKV Tokenizer
-
only_torch
仿造pytorch的个人玩具(仍在构思,请勿下载)AI框架
-
similari
Machine learning framework for building object trackers and similarity search engines
-
mushin
Computational graphs with reverse automatic differentation in the GPU
-
rhai-ml
Machine learning in the Rhai scripting language
-
zenu
Deep Learning library for Rust
-
ggml-sys-bleedingedge
Bleeding edge low-level bindings to GGML
-
re_analytics
Rerun's analytics SDK
-
fast-neural-network
A heavily parallelized neural network library designed for speed and flexability
-
autd3-backend-cuda
CUDA Backend for AUTD3
-
statgrab
Rust API to libstatgrab
-
RayBNN_Optimizer
Gradient Descent Optimizers and Genetic Algorithms using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
-
burn-tensor
Tensor library with user-friendly APIs and automatic differentiation support
-
machine_learning
machine learning algorithms
-
rec_rsys
different maths functions related to recsys and ML
-
simple_ml
Functions required for data analysis and machine learning tasks
-
cetkaik_yhuap_move_candidates
See https://sites.google.com/view/cet2kaik/the-standardized-rule-in-english and https://github.com/sozysozbot/cerke_online_utility for context
-
candle-optimisers
Optimisers for use with candle, the minimalist ML framework
-
ocl-convolution
OpenCL-accelerated 2D convolutions
-
re_smart_channel
A channel that keeps track of latency and queue length
-
libtashkeel_base
Arabic-text diacritic restoration using neural networks
-
skynet_ai
creating neural networks
-
arkgan
An open source GAN toolkit
-
cogni
Unix native interface for LLMs
-
simple_genetic
aid with genetic learning
-
candle-nn
Minimalist ML framework
-
ungoliant
The pipeline for the OSCAR corpus
-
orch
Language model orchestration library
-
nimble-seer
Nimble Prediction
-
ask-jarvis
Jarvis at your service
-
onnxruntime
Wrapper around Microsoft's ONNX Runtime
-
rten-cli
CLI tool for inspecting and running RTen models
-
dariotd_simple_ml
A single-threaded simple machine learning
-
shitpost_markov
Backend for training a Markov bot at compile-time
-
spaces
Set/space primitives for defining machine learning problems
-
orkhon
Machine Learning Inference Framework and Server Runtime
-
cortical-io
Cortical.io API client
-
ktxstats
Handle QuakeWorld KTX stats JSON files
-
dataflow
data processing library, primarily for machine learning
-
neural_lib
lib to declare multiple groups of neurons, classicals learning process are includes
-
burn-efficient-kan
An efficient pure-Rust implementation of Kolmogorov-Arnold Network (KAN)
-
kalosm-streams
A set of streams for pretrained models in Kalosm
-
tangram
Make predictions with a Tangram model from your Rust app. Learn more at https://www.tangram.dev/.
-
const_cge
Neural network compiler with a focus on no_std targets
-
burn-tch
LibTorch backend for the Burn framework using the tch bindings
-
cogent
Basic neural network library for classification
-
jtg_gpt
a gpt lib for JTG use only (not really go ahead and use it if you really want)
-
intricate
A GPU accelerated library that creates/trains/runs machine learning prediction models in safe Rust code
-
my1
My1
-
egobox-gp
gaussian process modeling
-
ibm-watson
A wrapper for interacting with the IBM Watson API
-
toy_ml
designed to be a “Hello World” for machine learning enthusiasts looking to get started with Rust
-
your-llm-chat
creating and interacting with AI chats
-
forky_ai
Rust Utilities
-
cge
Common Genetic Encoding (CGE) for directly-encoded neural networks
-
onnxruntime-sys-ng
Unsafe wrapper around Microsoft's ONNX Runtime
-
candle-ext
An extension library to Candle that provides PyTorch functions not currently available in Candle
-
llm-base
The base for
llm
; provides common structure for model implementations. Not intended for use by end-users. -
standard_deviation
used to get the standard deviation from the cli
-
rust_nb
but generic Naive Bayes Model in Rust
-
random-world
Machine Learning methods for confident prediction (e.g., Conformal Predictors) and related ones introduced in the book Algorithmic Learning in a Random World (ALRW)
-
only-brain
Neural Network library, without the learning part
-
easy_ga
implement genetic algorithms
-
lace_cc
Core of the Lace cross-categorization engine library
-
einops
Simplistic API for deep learning tensor operations
-
rusty-ai
Machine Learning
-
qwitlib
dsv files
-
tiny-ml
A very basic ml libary
-
neuronika
Tensors and dynamic neural networks
-
gpt_text
openai text wrapper just encaplusate the functions over one level
-
mutter
bindings to the Whisper.cpp machine learning transcription library!
-
ducky-learn
ML rust framework
-
vinyana
A neural network library written in Rust
-
ai-cli-assistant
Integrated intelligence into terminal
-
radient
designed for automatic differentiation. It leverages the power of computational graphs to perform forward and backward passes for gradient calculations.
-
catboost-rs
Unofficial Rust bindings for Catboost (Machine Learning Gradient Boosting Library from Yandex)
-
ai-dataloader
PyTorch DataLoader
-
bleuscore
A fast bleu score calculator
-
word2vec
Rust interface to word2vec
-
lance-jni
JNI bindings for Lance Columnar format
-
foxlee_crate
learning about crates
-
granne
Graph-based Retrieval of Approximate Nearest Neighbors
-
wit_owo
Finally, an adequate library for wit.ai in Rust
-
rustml
doing maching learning in Rust
-
openvino-sys
Low-level bindings for OpenVINO (use the
openvino
crate for easier-to-use bindings) -
scratch_genetic
A from-scratch genetic-algorithm library used in my march-madness-predictor project
-
newron
train and infer deep learning models
-
iron_torch
A very basic neuralnet set up and user will keep updated for abit
-
synerise/cleora
general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data
-
tract-linalg
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
neuroflow
The neural network library implemented in Rust
-
cog-core
Core types and traits for rust-cog, a Rust toolkit for machine learning
-
ai00-core
RWKV language model in pure WebGPU
-
ndkm_sys
ndk binding for ndkm
-
stonnx
run inference on ONNX models
-
budoux
Rust port of BudouX (machine learning powered line break organizer tool)
-
pddllib
A PDDL library for lifted successor generation
-
below-gpu-stats
GPU stats crate for below
-
llm-weaver
Manage long conversations with any LLM
-
deep_thought
Feed-forward neural networks in rust
-
lightgbm3
Rust bindings for LightGBM library
-
vikos
A machine learning library for supervised training of parametrized models
-
crfs
Pure Rust port of CRFsuite: a fast implementation of Conditional Random Fields (CRFs)
-
stablediffusion-wgpu
Stable diffusion burn with wgpu
-
reductionml-core
Reduction based machine learning toolkit core library
-
vector-store-flows
Vector store integration for flows.network
-
ai-sh
An AI command line assistant, which is context-aware and multi-turn capable
-
corgi
Machine learning, and automatic differentation implementation for Rust
-
postagger
NLTK-inspired parts-of-speech tagger
-
stitch_core
A scalable abstraction learning library
-
evo-rl
A neuroevolution-based ML library for reinforcement learning inspired by NEAT
-
tensorboard-proto
protobuf in tensorboard
-
ort_batcher
Small crate to batch inferences of ONNX models using ort (onnxruntime)
-
nevermind-neu
Machine learning library with terminal user interface
-
behaviortree-rs
BehaviorTree.CPP, a robust behavior tree library in C++
-
faiss4rs
Rust wrapper for Facebook's faiss
-
oaapi
An unofficial Rust client for the OpenAI API
-
gemm-benchmark
BLAS [sd]gemm benchmark
-
easynn
quick-and-dirty neuro network developing and training
-
mlx-sys
Low-level interface and binding generation for the mlx library
-
terraphim_types
Core types crate for Terraphim AI
-
nnv-rs
Verification and Statistics on Deep Neural Networks
-
custos-math
Matrix operations with custos
-
lance-arrow
Arrow Extension for Lance
-
mmdeploy
Safe MMDeploy Rust wrapper
-
turbochess
A chess move generator
-
rl_examples
Examples of reinforcement learning algorithms
-
genimtools
Performance-critical tools to manipulate, analyze, and process genomic interval data. Primarily focused on building tools for geniml - our genomic machine learning python package.
-
torch-sys
Low-level FFI bindings for the PyTorch C++ api (libtorch)
-
rstorch
from scratch of a neural network framework in Rust inspired by PyTorch
-
hs-hackathon-car
Car control support crate for Helsing's Rust Nation hackathon
-
taichi-runtime
Rust language binding to the Taichi Runtime C-API
-
hextral
Six dimensional Neural Network testing. Has Laplace and quantum fourier transform capabilities.
-
rsrl
A fast, extensible reinforcement learning framework in Rust
-
speki-backend
the backend to speki
-
elm
A minimalist framework for Extreme Learning Machines (ELMs)
-
truecase
Restore correct letter casings in arbitrary text using a statistical model
-
rai-nn
ML framework with Ergonomic APIs in Rust
-
star-scraper
fetch info about GitHub stargazers
-
rustygrad
A tiny autograd engine inspired by micrograd
-
reustmann
Von Neumann architecture
-
sophus_opt
sophus - geometry for robotics and computer vision
-
prophet
A neural network implementation with a focus on cache-efficiency and sequential performance
-
deepphonemizer
G2P model (inference only)
-
insightface
work with Insightface's Face Detection and Face Swap models
-
linfa-bayes
Collection of Naive Bayes Algorithms
-
neat_lib
NeuroEvolution of Augmenting Topologies
-
nnli
🔭 interactively explore
onnx
networks in your CLI -
recoreco
Fast item-to-item recommendations on the command line
-
sample_planning
Sample Based Planner
-
nasbench
port of NASBench: https://github.com/google-research/nasbench
-
linkedin-headlines
LinkedIn Headlines Generator, a Rust library to generate high-quality headlines for LinkedIn posts or profiles
-
neuralneat
Kenneth Stanley's NeuroEvolution of Augmenting Topologies
-
finalfrontier
Train/use word embeddings with subword units
-
RayBNN_Neural
Neural Networks with Sparse Weights in Rust using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
-
juggernaut
Neural Network in Rust
-
l2
Pytorch-style Tensor+Autograd library written in Rust
-
advancedresearch-asi_core0
An agent architecture candidate core for Artificial Super Intelligence (ASI)
-
border
Reinforcement learning library
-
libredr-client
LibreDR is an open-source ray-tracing differentiable renderer
-
oxineat-nn
A neural-network implementation of the OxiNEAT crate's Genome trait
-
mai-sdk-core
MAI SDK Core
-
mcai-onnxruntime
Wrapper around Microsoft's ONNX Runtime
-
rusty-whisper
Whisper
-
cld3
Rust binding for Compact Language Detector v3 (CLD3), a neural network model for language identification. the C++ code is from https://github.com/google/cld3
-
libzymod-rust
智眼Rust SDK
-
br-openai
openai
-
ort-sys
Unsafe Rust bindings for ONNX Runtime 1.18 - Optimize and Accelerate Machine Learning Inferencing
-
cargo-cog
A cargo subcommand to build, run and publish machine learning containers
-
cgpt
A command-line ChatGPT client
-
convolutions-rs
Fast, minimal dependency, completely Rust implementation of convolutions for machine learning
-
rten-tensor
Tensor library for the RTen machine learning runtime
-
medmodels-utils
Limebit MedModels Crate
-
cervo-cli
High level APIs for RL in games
-
smartgpt
that provides LLMs with the ability to complete complex tasks using plugins
-
runnt
Easy Neural Network for machine learning
-
mli
Machine Learning Interface for Rust
-
polars-ai
A CLI and a library for interacting with Polars DataFrames using natural language queries and AI
-
llama-cpp-sys-2
Low Level Bindings to llama.cpp
-
mz_rusoto_machinelearning
AWS SDK for Rust - Amazon Machine Learning @ 2014-12-12
-
ragkit-ai
tools for AI
-
dlpackrs
DLPack safe Rust binding
-
rust-mnist
MNIST parser/loader written in rust
-
hmeasure
H-Measure for assessing binary classifiers
-
llmchain
framework for large language models, inspired by LangChain
-
egobox-moe
mixture of expert gaussian processes
-
zyx-cpu
Zyx cpu backend
-
monte
Fundamental operations for scientific computing directly with Polars
-
mwa_hyperdrive
Calibration software for the Murchison Widefield Array (MWA) radio telescope
-
tangram_metrics
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
depth_analyzer
Program that analyzes an image processed by AI depth detection models
-
libdt
training neural networks
-
fann-sys
Low-level bindings to the Fast Artificial Neural Networks library
-
smarty_pants
A light wheight Neural Network library with a focus on ease of use and speed
-
qmachina
A small library for Quant Machine Learning development
-
llama-cpp-sys-3
llama.cpp bindings
-
psyche
AI Toolset
-
tflitec
A safe Rust wrapper of TensorFlow Lite C API supporting x86_64 and ARM (iOS, Android)
-
image_captioner
Create captions for images automatically using the BLIP deep learning model
-
xgboost
Machine learning using XGBoost
-
tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
-
collenchyma
high-performance computation on any hardware
-
criterion-stats
Criterion's statistics library
-
gtensor
Reverse-mode autodifferentiation of computational graphs with tensors and more for machine learning
-
crabml-cli
crabml cli
-
ecoz2
Linear Predictive Coding Vector Quantization and Hidden Markov Modeling for Pattern Recognition
-
testtian
test for tian
-
linfa-datasets
Collection of small datasets for Linfa
-
stable-diffusion
Stable Diffusion
-
instant-clip-tokenizer
Fast text tokenizer for the CLIP neural network
-
gtokenizers
tokenizing genomic data with an emphasis on region set data
-
tract-pulse
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
markovr
Higher-order Markov Chains
-
cumath
Cuda-based matrix/vector computations
-
puffpastry
basic rust neural network framework
-
openni2
Rust interface to OpenNI2
-
lichess-bot
A lichess bot library written in Rust
-
rcublas
safe Rust wrapper for CUDA's cuBLAS
-
linfa-reduction
A collection of dimensionality reduction techniques
-
rust-faces
face detection
-
warkov-wordgen
Use markov-chains to generate new items
-
covid_cert_uvci
parse EU Digital COVID Certificate UVCI (Unique Vaccination Certificate/Assertion Identifier)
-
ohnomore
Transformations for TüBa-D/Z lemmas
-
rten-vecmath
SIMD vectorized implementations of various math functions used in ML models
-
super-auto-pets-ai
Super Auto Pets AI, built with Rust
-
gorse_rs
Rust SDK for gorse recommender system
-
wasm-nn
deep learning framework for WebAssembly
-
bullet_lib
Neural Network Trainer for 2-Player Games
-
egobox-doe
design of experiments
-
Cryptonic
This project includes a tensor library, utilities for FHE functionality and most importantly an FHE based ML library
-
tdigest
T-Digest algorithm in Rust
-
rusvm
Solve SVM training problems
-
stamm
implementing custom decision trees and random forests
-
fuguex-machine
A binary analysis framework written in Rust
-
stability_rs
Stability API
-
rust-optimal-transport
optimal transport solvers for Rust
-
ella-tensor
Tensor API for the ella datastore
-
rustneat
NeuroEvolution of Augmenting Topologies NEAT http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf with a Continuous-Time Recurrent Neural Networks
-
smelte-rs
Efficient inference ML framework written in rust
-
openai-fork
An unofficial Rust library for the OpenAI API
-
neural_networks
neural network library
-
brumby-soccer
Derivatives and multiples pricing for racing and sports
-
monochrome
Othello AI
-
fast-stats
efficient calculation of statistics from streaming data
-
fashion-clip-rs
complete(grpc service and lib) Rust inference with multilingual embedding support. This version leverages the power of Rust for both GRPC services and as a standalone library, providing…
-
lrclassifier
logistic regression classifier implementation
-
mlua-tract
Lua bindings for tract, the tiny, no-nonsense, self-contained, Rust-based Tensorflow and ONNX inference runtime
-
symagen
Synthetic manifold generation
-
openai-magic-instantiate
Use LLMs to instantiate well-typed values
-
hotg-runecoral
Bindings to the librunecoral library for doing hardware-accelerated inference
-
alumina
An Experimental Deep Learning Library
-
axiograph
program that visualizes the structure of complex axioms using GPT-4. Give it an axiom and a "depth", and it will generate a summary based on all established sub-axioms and a graph using graphviz…
-
custos
A minimal OpenCL, WGPU, CUDA and host CPU array manipulation engine
-
th-rust
ThRust is a software framework for thermodynamic and probabilistic computing
-
perceptron
A super fast online learning library using perceptron
-
lace_consts
Default constants for Lace
-
dumb_ai
My own AI, which doesn't work that great, but it still works!
-
tinguely
Machine learning library
-
triadic-memory
Basic triadic memory implementation
-
blowtorch
running and creating Rust models trained in Pytorch
-
leaf
Machine Learning Framework for Hackers
-
name_generator
Name Generator, generate random names from precomputed name statistics
-
mcmc
implementing various MCMC diagnostics and utilities, such as Gelman Rubin potential scale reduction factor (R hat), effective sample size (ESS), chain splitting, and others
-
train-map
Trained HashMap
-
dense
An encoder/decoder to/from dense files
-
variational-regression
Regression models trained using variational inference
-
relearn
A Reinforcement Learning library
-
muonts
Timeseries models in rust
-
orch_response
Models for orch Executor responses
-
aimm
AI Model Manager
-
vtext
NLP with Rust
-
rsgrad
an easy to use backpropagation library inspired by micro grad
-
micrograd-rs
Andrej Karpathy's micrograd scalar-valued engine with basic neural network
-
primitiv
A Neural Network Toolkit
-
gradients
An OpenCL, CUDA and CPU based Deep Learning Library
-
lfa
Native rust implementations of linear function approximators
-
mcai-graph
Graph definition for Media Cloud AI Workflows representation
-
mlinrust
A machine learning library in Rust from scratch
-
guidhouse_guessing
It gusses numbers
-
entity-gym-rs
Rust bindings for the entity-gym library
-
sentence2vec
convert a sentence to a vector. It can be used to partition word2vec data. It can also be used to extract a list of words from a word2vec data file.
-
itars
in RUST
-
ollama-rs-mangle-fork
interacting with the Ollama API
-
mako
main Sidekick AI data processing library
-
cervo-runtime
Multi-model multi-agent RL runtime for games
-
genetic-algorithm-tsp
Using genetic algorithms to solve Traveling salesman problems
-
paddle-sys
Bindings to Paddle Inference for running deep learning models
-
llm-chain-llama
implementing
llm-chains
for LLamA. Chains can be use to apply the model series to complete complex tasks, such as agents. -
neuralnetwork
A small neural network lib written from scratch
-
snail_nn
small neural network libary, running on the cpu with parallelized stochastic gradient descent
-
learntk
machine learning toolkit, written in Rust
-
rail
A GPU-Accelerated ML Library akin to Keras
-
git_statistic
statistic git repository
-
finalfusion-utils
finalfusion utilities
-
edge-transformers
wrapper over ONNXRuntime that implements Huggingface's Optimum pipelines for inference and generates bindings for C# and C
-
terraphim_rolegraph
Terraphim rolegraph module, which provides role handling for Terraphim AI
-
rust_nn
An educational Neural Network framework in Rust
-
march
A Markov chain implementation
-
collenchyma-nn
collenchyma plugin providing Neural Network operations
-
siarne
Fast simulation of artificial neurons
-
pandacan
send/receive CAN data using a panda OBD dongle. See https://github.com/commaai/panda for more information.
-
zenu-layer
neural network layer library
-
cleora
general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data
-
flowtorch
Safe & Performant Scientific Computing Library
-
aleph-alpha-api
Interact with large language models provided by the Aleph Alpha API in Rust code
-
labello
label encoder with configurable types
-
tensorboard-rs
Write data for Tensorboard from Rust
-
inference
managing the machine learning inference process
-
lucien
A loggin agent to work with LLM in Lucid Mode
-
jams-proto
proto definations used by J.A.M.S
-
lace_data
Data definitions and data container definitions for Lace
-
quicktok
Minimal, fast, multi-threaded implementation of the Byte Pair Encoding (BPE) for LLM tokenization
-
vector_base
Vector base
-
kitti-dataset-nalgebra
nalgebra extension for kitti-dataset crate
-
cloudllm
bridging applications with remote LLMs across various platforms
-
faiss-next
Light weighted rust wrapper of c api of facebookresearch/faiss library
-
find_cuda_helper
Helper crate for searching for CUDA libraries
-
tangram_finite
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
learn_rust_perceptron
first rust learning crate
-
syron
building, training and running basic neural networks
-
thalamus
A deep learning mesh node server platform for linux/mac/unix
-
quickbrain
neural network library
-
neural-network-rs
A neural network library
-
llm-gptj
GPT-J for the
llm
ecosystem -
claude-rs
Claude AI-API ( Unofficial ) written in Rust
-
crabml-llama2
crabml llama2 support
-
profqu_neat
that implements the NEAT algorithm
-
sbr
Recommender models
-
hey-jarvis
Jarvis at your service
-
forester
implementing various flavors of random forests and decision trees
-
openblas-provider
The package provides BLAS and LAPACK using the OpenBLAS implementation
-
nite2-sys
Rust bindings for NiTE2
-
easy_stats
package to perform basic descriptive stats on a data set
-
openai-rs-api
wrapper for the OpenAI API
-
triton-rs
Rust bindings to the Triton Inference Server
-
rai-models
ML framework with Ergonomic APIs in Rust
-
neurs
feed-forward-only, but efficient, neural network and reinforcement learning library
-
egobox-ego
efficient global optimization
-
nnapi
safe abstraction of the Android NNAPI FFI bindings
-
bnomial-cli
Get a fun machine learning question everyday in your terminal!
-
r2rs
Statistics programming for Rust based on R
-
sann
Neural Network
-
tokengeex
efficient tokenizer for code based on UnigramLM and TokenMonster
-
DeepIron
machine learning and deep learning
-
burn-autodiff
Automatic differentiation backend for the Burn framework
-
lance-linalg
A columnar data format that is 100x faster than Parquet for random access
-
menoh-sys
Low-level binding for Menoh
-
word_vec-rs
Memory efficient library to work with word2vec vectors
-
git-statistics
Collect commits from Git repository and present statistics in a comfortable way
-
baichat-rs
BAI Chat/ThebAI in Rust
-
dreamer
dreaming
-
linfa-nn
A collection of nearest neighbour algorithms
-
bfi
Brainfuck for your machine learning needs
-
agents
General Purpose Agents
-
dectree-rs
A decision tree implementation in Rust
-
pcp
A brute-force pcp solution searcher
-
neuro
A deep learning library that runs on the GPU
-
tangram_linear
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
learning_rust
A study crates
-
ruml-ox
Test setup (hellow world) for ruml-ox
-
artha
A dead simple neural network built as a learning exercise
-
nj-learn-rs
test
-
esopt
General Evolution-Strategy-Optimizer implementation according to https://arxiv.org/abs/1703.03864 in Rust
-
clear-ml
machine learning
-
tract-pulse-opl
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
dumbnet
a [no_std] neural network library
-
kaffe
Pytorch, but make it rust :)
-
julius
Wrapper for Julius
-
iris_classifier
Classifies irises into one of 3 species: Setosa, Versicolor, Virginica
-
ppca
Probabilistic Principal Component Analysis model
-
cudnn
safe Rust wrapper for CUDA's cuDNN
-
ksnn
or Kosiorek's Simple Neural Networks, is a crate that simplifies the creation, training, and validation of a neural network. The crate is heavily inspired by "Neural Networks from Scratch…
-
candle-approx
Approximate comparison of Candle tensors
-
web-rwkv-converter
Converts an RWKV PTH model to SafeTensors
-
rgoap
Goal-Oriented Action-Planning
-
tensorflow-serving-client
A prebuilt tensorflow serving client from the tensorflow serving proto files
-
kai-rs
using large language models via KoboldAI
-
help2table
convert the output of the help command to a markdown table
-
bytepiece
Rust version of bytepiece tokenizer
-
nspector
Nspector.AI core functionality crate
-
cublas
safe Rust wrapper for CUDA's cuDNN
-
cifar-ten
Parses the CIFAR-10 dataset binary files, with methods for downloading and ndarray conversion
-
ffnn
A very simple feedfoward neural network library
-
myself
building conversational agents powered by OpenAI's language model, providing a simple Agent abstraction to manage interactions and memory
-
world-count
Word Frequency Statistics
-
cldnn-sys
Low-level Rust bindings to Intel's Compute Library for Deep Neural Networks
-
pgml-dashboard
Web dashboard for PostgresML, an end-to-end machine learning platform for PostgreSQL
-
klt-sys
Rust wrapper for Kanade-Lucas-Tomasi feature tracker (computer vision)
-
ofnn
An open (accessible parameters), feed-forward-only NN (neural net) library to use it in an dynamic and free way in evolutionary algorithms. Design is influenced by the Keras Sequetial model.
-
ml
A package for M and L
-
syntaxdot
Neural sequence labeler
-
oxidized-transformers
Transformers library (not functional yet)
-
candle-flash-attn
Flash attention layer for the candle ML framework
-
rcudnn-sys
FFI bindings to cuDNN
-
airsim
an unofficial Airsim SDK written in Rust
-
lace_utils
Miscellaneous utilities for Lace and shared libraries
-
classifier
Naive Bayes classifier
-
jmspack-rust
functions that James finds useful
-
ai-buddy-cli
Personal AI Assistant CLI using the multi-ai-provider ai-buddy library
-
moonlander-gp
Genetic Programming framework providing AST abstraction and evolution routines
-
gptrust_api
Rust binding of OpenAI/GPT-3 API
-
libsvm
High level Rust bindings for libsvm
-
slow_nn
A slow neural network library
-
coze
An egui app for playing with a local open source LLM
-
neural_networks_rust
Neural Networks framework with model specification & data preprocessing features
-
tangram_table
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
bosonnlp
SDK for Rust
-
cligpt
A command-line interface to talk to ChatGPT
-
neural_network
Modular neural network with an implementation of back propagation learning algorithm
-
mlx-macros
Code generation crate for mlx-rs
-
rten-imageio
loading images for use with RTen
-
ndarray-rblas
rblas
bindings forndarray
-
reductionml-cli
Reduction based machine learning toolkit CLI
-
hala-ops
Hala extension of std::ops crate
-
jams-core
thin abstraction around common machine learning and deep learning models, model stores like S3, Azure as well as databases like redis, dynamodb which can be used as real time feature stores…
-
zyx-nn
Zyx nn modules
-
rusty-ggml
Idiomatic bindings for the GGML library (pre-alpha)
-
learnwell
Framework for reinforcement learning
-
scientist
Machine Learning Algorithms in Rust
-
knockknock
CLI tool for ping protocols
-
machinebox
A client SDK for communicating with machinebox boxes
-
gtars
Performance-critical tools to manipulate, analyze, and process genomic interval data. Primarily focused on building tools for geniml - our genomic machine learning python package.
-
linfa-kernel
Kernel methods for non-linear algorithms
-
glowrs
SentenceTransformers for candle-rs
-
wyrm
A low-overhead, define-by-run autodifferentiation library
-
zenu-optimizer
optimizer for neural networks
-
diffusers
using Torch
-
logprob
A wrapper around floats to handle log probabilities
-
zc2
ZakuroAI CLI
-
blasphemy
Inspired by Keras, powered by BLAS. Construct neural networks with one line of code per layer. That's BLASphemy.
-
rtaichi
Rust language binding to the Taichi Runtime C-API
-
lightgbm2
Machine learning using LightGBM
-
cuvs-sys
Low-level rust bindings to libcuvs
-
blingfire
Wrapper for the BlingFire tokenization library
-
tsuga
An early-stage machine learning library for building neural networks in Rust
-
hal-ml
HAL: a machine learning library that is able to run on Nvidia, OpenCL or CPU BLAS based compute backends. It currently provides stackable classical neural networks, RNN's and soon to be LSTM's…
-
ai-commit-cli
A CLI that writes your git commit messages for you with AI
-
ckpt-analyzer
fetching the name and short hash for PyTorch ckpt or Safetensors model files
-
llm-bloom
BLOOM (BigScience Large Open-science Open-access Multilingual Language Model) for the
llm
ecosystem -
ai_kit
Collection of classic AI algorithms with convenient interfaces
-
bmls
Basic Machine Learning Subsystems
-
fast_pl
A plane-sweep implementation to compute persistence landscapes
-
hporecord
A common format to record hyperparameter optimization results
-
lrtc
Compression-based low-resource text classification as introduced in Jiang et al (2023)
-
simple_nn
nueral network library
-
aflak
Advanced Framework for Learning Astrophysical Knowledge
-
terraphim_middleware
Terraphim middleware for searching haystacks
-
tensorrt
Rust wrapper for NVIDIA TensorRT
-
chat
AI platform agnostic cli
-
basilisk
autonomous AI written in rust
-
brainy
neural networks
-
hmm
Hidden Markov Model
-
rten-text
Text tokenization and other ML pre/post-processing functions
-
deep_q_network_bindings
generator for a deep q-learning network. Allows for random training intervals, and will be updated to a more stable version later.
-
gammatest
code to perform Gamma Test for machine learning feature selection
-
lmarkov
Markov chain library for text
-
mindflow
A command line client for Mindflow
-
hypersearch
hyperparameter search library
-
cuticula
Data Preprocessing library for Machine Learning
-
nn
A multilayer feedforward backpropagation neural network library
-
socketstat
Get socket information and statistics
-
glmnet
Rust API to the fortran glmnet library
-
aiha
🦉 AIHA helps you to find the minimal requirements for any model on the 🤗 Hub
-
qlz_crate
my first rust crate
-
genetic-algorithm-tsp-api
Create an api solving traveling-saleman-problems with genetic algorithms
-
llama2_rs
port of llama2.c
-
easyneural
will let you train neural networks easily
-
nanograd
A nano neural network library. Scalar valued types with a PyTorch like API.
-
kalosm-sample
A common interface for token sampling and helpers for structered llm sampling
-
libcantal
submit statistics to cantal monitoring server
-
mnist-extractor
extract MNIST dataset
-
tensor-rs
A typeless tensor library
-
f-trak
A neural network based face detection program that tracks face movement in screen space
-
psyche-graphics
Graphics generation module for Psyche AI Toolset
-
statistics
The package provides a statistics toolbox
-
llm-chain-tools
providing Large Language Models with tools (also known as 'actions') that they can trigger
-
treerustler
that implement tree models
-
vowpalwabbit-sys
Rust bindings for VowpalWabbit
-
markov
A generic markov chain implementation in Rust
-
lightgbm
Machine learning using LightGBM
-
derezzed
A Machine Learning Library
-
candlelighter
A Keras like abstraction layer on top of the Rust ML framework candle
-
burn-wgpu
WGPU backend for the Burn framework
-
llama_cpp_rs
Rust bindings for LLAMA.CPP inference
-
n3-parser
Super-Simple semantic neural network model parser
-
aorist
Cdylib for aorist project. Can be accessed from Python.
-
llm-gpt2
GPT-2 for the
llm
ecosystem -
rsblas
BLAS in Rust
-
deep_rust
Machine learning crate in Rust (under dev)
-
linfa-svm
Support Vector Machines
-
sophus
geometry for robotics and computer vision
-
tract-libcli
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
rogue-net
Pure Rust implementation of the RogueNet neural network
-
detexify
The
detexify
crate is a port of the classifier that powers https://detexify.kirelabs.org/classify.html -
gym
Open AI environments bindings for Rust
-
candle-examples
Minimalist ML framework
-
rai-opt
ML framework with Ergonomic APIs in Rust
-
rust_hero
Rust assistant that utilizes NLP to enhance the quality of rust code
-
accelerate-provider
The package provides BLAS and LAPACK using Apple’s Accelerate framework
-
linfa-pls
Partial Least Squares family methods
-
opensrdk-optimization
Standard mathematical optimization library for OpenSRDK toolchain
-
onehot
One-hot encoding trait and proc macro for auto deriving
-
param-opt
Parameter optimization
-
nvidia-checker
Check CLI for NVIDIA software environment
-
steelix
Your one stop CLI for ONNX model analysis. Featuring graph visualization, FLOP counts, memory metrics and more!
-
crabml
core package
-
nnrs
Rust Neural Network Library
-
yarnn
Neural Network framework
-
millardjn/rusty_sr
Deep learning superresolution in pure rust
-
xgboost-rs
Bindings to dmlc/xgboost
-
hs-hackathon-vision
Computer vision support crate for Helsing's Rust Nation hackathon
-
purpur
A data loading and image augmentation library
-
burn-fusion
Kernel fusion backend decorator for the Burn framework
-
extdivga
Uses a genetic algorithm to find the matrix representation of the exterior derivative
-
cuda-oxide
high-level, rusty wrapper over CUDA. It provides the best safety one can get when working with hardware.
-
kazama
an ollama wrapper in rust
-
aicore
subprogram library for an artificial neural network
-
medmodels-core
Limebit MedModels Crate
-
ohnomore-utils
Transformation utilities for TüBa-D/Z lemmas
-
tiktoken-rust
a fast BPE tokeniser for use with OpenAI's models
-
liblinear
Rust bindings for the liblinear C++ library
-
pyrus-nn
Micro Neural Network framework
-
luminal_metal
Metal compiler for luminal
-
mli_mep
Multi Expression Program implementation for mli
-
munin-if1sec
munin interface graph plugin, 1second resolution
-
organism
A struct used for a genetic programing algorithm
-
microsoft-cognitive-computer-vision
Microsoft - Cognitive Services - Computer Vision API
-
cblas-src
C interface to Legacy BLAS
-
rust-cv
A computer vision library using Rust
-
cntk
Wrapper around Microsoft CNTK library
-
r
a set of utils for machine learning
-
simplestats
Generate simple statistics on line delimited numbers
-
syntaxdot-tokenizers
Subword tokenizers
-
lance-testing
A columnar data format that is 100x faster than Parquet for random access
-
gmarkov
An app that uses markov chains to generate text
-
tensorflow-sys
The package provides bindings to TensorFlow
-
collenchyma-blas
Collenchyma library for full BLAS support
-
candle-kernels
CUDA kernels for Candle
-
tf-rs
High level (Pythonic) API for the TensorFlow framework
-
burn-ndarray
Ndarray backend for the Burn framework
-
tease
Rapidly prototype interfaces for your machine learning models
-
hotg-rune-proc-blocks
Core tools and abstractions for developing proc blocks in Rune
-
llm-llama
LLaMA (Large Language Model Meta AI) for the
llm
ecosystem -
lance-index
Lance indices implementation
-
terraphim_config
Terraphim configuration
-
cervo-nnef
Extends cervo with nnef support from tract-nnef
-
dndtools
Various CLI tools and library for D&D 5e
-
zyx-optim
Zyx optimizers
-
huggingface_inference_rs
this package is a small wrapper for hugging face Inference API
-
running-average
Calculate running average with specified time window width using constant memory
-
porcupine-sys
Rust bindings to Porcupine
-
tangram_text
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
lance-io
I/O utilities for Lance
-
rsrl_domains
Toy domains for reinforcement learning research in Rust
-
tract-onnx
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
rf1
F1 statistics
-
psyche-host
Host module for Psyche AI Toolset
-
openpnp_capture_sys
OpenPnP capture FFI bindings
-
compiled-nn
A JIT Compiler for Neural Network Inference
-
greenglas
Data Preprocessing library for Machine Learning
-
kurobako_core
Core crate for
kurobako
-
pmrs
Rust support to process mining functions. Includes a library and a small cli-interface.
-
shogun
bindings for Rust
-
gpt_tokenizer
Rust BPE Encoder Decoder (Tokenizer) for GPT-2 / GPT-3
-
tantivy-tokenizer-api
Tokenizer API of tantivy
-
Brains
Rust based Artificial Neural Network framework with TensorFlow
-
kalosm-ocr
interface for pretrained OCR models
-
underthesea_core
Underthesea Core
-
linfa-linear
A Machine Learning framework for Rust
-
triton-client
A client for interfacing with NVIDIA Triton inference server
-
tract-data
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
darknet-sys
-sys crate for Rust darknet wrapper
-
symcode
Symbolic Barcode - Programming Library
-
cv
Batteries-included pure-Rust computer vision crate
-
layoutparser-ort
A simplified port of LayoutParser for detecting layout elements on documents
-
xaynet
Xayn Network project is building a privacy layer for machine learning so that AI projects can meet compliance such as GDPR and CCPA. The approach relies on Federated Learning as enabling…
-
HPGO
Hybrid Parallelism Global Orchestration
-
cervo-asset
A unified asset type for Cervo using ONNX or NNEF models
-
ones
sdk for ones.ai
-
hip-sys
Bindings for HIP
-
vision
Computer vision benchmarking datasets
-
rtss-sys
RivaTuner Statistics Server SDK Rust bindings
-
tensorgraph-sys
backbone for tensorgraph, providing memory manamagement across devices
-
layered-clauses
Clauses plugin for layered-nlp
-
clblast
bindings for rust
-
matrux
Neural network implementation in rust
-
luminal_cuda
Cuda compiler for luminal
-
ggml
Semi-idiomatic Rust bindings for the ggml library (from
ggml-sys
) -
tangram_tree
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
genetic
a little lib to use genetic algorithm
-
linfa-trees
A collection of tree-based algorithms
-
mindsdb
SDK for interaction with MindsDB api
-
cudnn-sys
FFI bindings to cuDNN
-
cfasttext-sys
fastText ffi binding
-
sophus_pyo3
sophus - geometry for robotics and computer vision
-
rai-datasets
ML framework with Ergonomic APIs in Rust
-
paddleocr_rs
paddleocr-v4 onnxrumtime infer
-
llm-chain-milvus
Driver for the Milvus vector store
-
n3-core
Super-Simple semantic neural network model compiler front-end
-
stream_stats
Display realtime statistics from stdin.
gunzip -c foo.gz | stream_stats > foo
-
torch
Thin torch bindings for rust
-
oxidized-cuda-kernels
Additional CUDA kernels for Oxidized Transformers
-
tensorrt-rs
using Nvidia's TensorRT deep learning acceleration library
-
fast_text
Binding for Facebook's FastText package
-
alximo-core
Core for the alximo package
-
gcn_agg
Aggregates GCN data
-
webpack-q-cli
Ask questions about webpack compilation statistics
-
onnxruntime-sys
Unsafe wrapper around Microsoft's ONNX Runtime
-
sarek
A work-in-progress, experimental neural network library utilizing TensorFlow Keras
-
candle-core-temp
Minimalist ML framework
-
coaster
high-performance computation on any hardware
-
lance-file
Lance file format
-
cuda11-cudnn-sys
cuda ffi
-
ai-buddy
On-Device centric multi-provider AI Assistant library to be used in CLI or on-device applications
-
lingua
An accurate natural language detection library, suitable for short text and mixed-language text
-
segment-anything-rs
interface for Segment Anything models
-
mcai-onnxruntime-sys
Unsafe wrapper around Microsoft's ONNX Runtime
-
kalosm-language
A set of pretrained language models
-
oner_induction
1R rule induction algorithm
-
burn-common
Common crate for the Burn framework
-
sysblas
Minimal CBLAS FFI bindings to system BLAS
-
tangram_model
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
dataflow_nlp
Dataflow is a data processing library, primarily for machine learning
-
border-tch-agent
Reinforcement learning library
-
httpstat
-
candle-metal-kernels
Metal kernels for Candle
-
hipblas-sys
Bindings for HIP blas
-
lance-encoding
Encoders and decoders for the Lance file format
-
blingfire-sys
Bindings to the BlingFire C++ library
-
openml
interface to OpenML
-
coaster-blas
Coaster library for full BLAS support
-
psyche-simulator-cli
CLI simulator for Psyche AI Toolset
-
zyx-compiler
Zyx OpenCL backend
-
libsvm-sys2
FFI bindings to libsvm
-
linfa-preprocessing
A Machine Learning framework for Rust
-
burn-import
importing datamodels into the Burn framework
-
dice
calculating arbitrary dice probabilities
-
pick_action_from_image
Pick an action from an image
-
burn-train
Training crate for the Burn framework
-
compiled-nn-bindings
A JIT Compiler for Neural Network Inference
-
flowtorch-core
Safe & Performant Scientific Computing Library
-
atelier
Workshop for ML models
-
auto-pilot
oprate your computer using GPT4 Vision
-
stat
-
ggml-sys
Raw bindings (i.e. bindgen output) for the ggml library.
-
linfa-elasticnet
A Machine Learning framework for Rust
-
usl
usl builds Universal Scalability Law models from sets of observed measurements
-
sophus_viewer
sophus - geometry for robotics and computer vision
-
tract-tflite
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
tensorflow-sys-runtime
The package provides runtime bindings to TensorFlow
-
openai-rs
OpenAI
-
mkl_link
linking with MKL
-
gpt-model
Pure-Rust inference wrapper for GPT-2 large language models
-
tensorgraph-math
backbone for tensorgraph, providing math primitives
-
cuda11-cublasLt-sys
cuda ffi
-
kalosm-llama
interface for Llama models
-
kalosm-learning
A simplified machine learning library for building off of pretrained models
-
burn-compute
Compute crate that helps creating high performance async backends
-
tangram_progress_counter
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
onnxruntime-sys-patch
Unsafe wrapper around Microsoft's ONNX Runtime
-
rphi
interface for Phi models
-
dent
summarizing and comparing small data sets
-
burn-jit
Generic backend that can be compiled just-in-time to any shader language target
-
lance-table
Lance table format
-
ragegun
Performs lexica based analysis on text (i.e. age, gender, PERMA, OCEAN personality traits, ..)
-
sloword2vec
A naive implementation of word2vec
-
tensorflow-serving
client
-
tract-kaldi
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
staccato
Statistics from the command line
-
rai-core
ML framework with Ergonomic APIs in Rust
-
tflite-dyn
Rust bindings for TensorFlow Lite C API
-
llm-cli
A CLI for running inference on supported Large Language Models. Powered by the
llm
library. -
psyche-core
Core module for Psyche AI Toolset
-
candle-onnx
ONNX support for Candle
-
openai-utils
using the openai api
-
tangram_zip
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
genetic_algorithms
solving genetic algorithm problems
-
cervo-onnx
Extends cervo with ONNX support from tract-onnx
-
kalosm-sound
A set of pretrained audio models
-
gptrust_http
The HTTP bindings for gptrust_api
-
linfa-ftrl
A Machine Learning framework for Rust
-
zyx-torch
Zyx libtorch backend
-
athenna
light weight highly performant neural net framework for creating and using AI's cross platform and language
-
tract
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
tboard
Write and read tensorboard files
-
ors
onnxruntime bindings for rust
-
rmistral
interface for Mistral models
-
witty
wit.ai client library
-
lance-core
Lance Columnar Format -- Core Library
-
cuda_dnn
cuDNN API bindings
-
burn-dataset
dataset APIs for creating ML data pipelines
-
kalosm-language-model
A common interface for language models/transformers
-
ndarray-tensorflow
Adapter for Tensorflow tensors to expose the ndarray API
-
sophus_core
sophus - geometry for robotics and computer vision
-
linfa-ica
A collection of Independent Component Analysis (ICA) algorithms
-
cuda11-cudart-sys
cuda ffi
-
cervo-core
High level APIs for RL in games
-
tangram_kill_chip
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
linfa-hierarchical
Agglomerative Hierarchical clustering
-
candle-datasets
Minimalist ML framework
-
cuda_blas
cuBLAS API bindings
-
fsst
FSST string compression
-
linfa-logistic
A Machine Learning framework for Rust
-
cephalon
extract information from documents, and feed it into vector database to create robust knowledge-base assistant
-
tfrecord
de/serialize for TensorBoard
-
tract-ffi
Tiny, no-nonsense, self contained, neural network inference
-
candle-pyo3
Minimalist ML framework
-
linfa-tsne
Barnes-Hut t-distributed stochastic neighbor embedding
-
tangram_id
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
cuda11-cuda-sys
cuda ffi
-
rbert
interface for Bert embeddings
-
tch-ext
Sample Python extension using tch to interact with PyTorch
-
burn-candle
Candle backend for the Burn framework
-
tboard-pyo3
Write and read tensorboard files
-
lance-encoding-datafusion
Encoders and decoders for the Lance file format that rely on datafusion
-
tract-nnef-resources
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
tangram_features
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
zyx-core
Zyx core utilities
-
nsfw
detecting NSFW images using a neural network
-
xla
Bindings for the XLA C++ library
-
burn-tensor-testgen
Test generation crate for burn-tensor
-
cuda11-cutensor-sys
cuda ffi