-
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…
-
ort
A safe Rust wrapper for ONNX Runtime 1.17 - Optimize and Accelerate Machine Learning Inferencing
-
candle-core
Minimalist ML framework
-
rust-bert
Ready-to-use NLP pipelines and language models
-
rstats
Statistics, Information Measures, Data Analysis, Linear Algebra, Clifford Algebra, Machine Learning, Geometric Median, Matrix Decompositions, Mahalanobis Distance, Hulls, Multithreading
-
lance
A columnar data format that is 100x faster than Parquet for random access
-
torch-sys
Low-level FFI bindings for the PyTorch C++ api (libtorch)
-
openai-api-rs
OpenAI API client library for Rust (unofficial)
-
tiktoken-rs
encoding and decoding with the tiktoken library in Rust
-
burn
Flexible and Comprehensive Deep Learning Framework in Rust
-
dfdx
Ergonomic auto differentiation in Rust, with pytorch like apis
-
tch
Rust wrappers for the PyTorch C++ api (libtorch)
-
rgwml
reducing cognitive overload while using rust for ml, ai, and data science operations
-
rv
Random variables
-
rust-lang/rustlings
Small exercises to get you used to reading and writing Rust code!
-
finalfusion
Reader and writer for common word embedding formats
-
forust-ml
A lightweight gradient boosting implementation in Rust
-
aws-sdk-lookoutequipment
AWS SDK for Amazon Lookout for Equipment
-
huge-commit
make commit message with openai
-
aws-sdk-machinelearning
AWS SDK for Amazon Machine Learning
-
lace
A probabilistic cross-categorization engine
-
constriction
Entropy coders for research and production (Rust and Python)
-
google-tpu1
A complete library to interact with TPU (protocol v1)
-
linfa
A Machine Learning framework for Rust
-
tensorflow
Rust language bindings for TensorFlow
-
gbdt
Gradient Boosting Regression Tree in Rust programming language
-
pv_rhino
bindings for Picovoice's Rhino library
-
oatmeal
Terminal UI to chat with large language models (LLM) using different model backends, and direct integrations with your favourite editors!
-
easy-ml
Machine learning library providing matrices, named tensors, linear algebra and automatic differentiation aimed at being easy to use
-
qdrant/qdrant
High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
-
web-rwkv
RWKV language model in pure WebGPU
-
smartcore
Machine Learning in Rust
-
llm-samplers
Token samplers for large language models
-
aws-sdk-medicalimaging
AWS SDK for AWS Health Imaging
-
rusty-tesseract
wrapper for Google Tesseract
-
llm
ecosystem of libraries for running inference on large language models, inspired by llama.cpp
-
petal-clustering
A collection of clustering algorithms
-
openvino
High-level bindings for OpenVINO
-
liboxen
Oxen is a fast, unstructured data version control, to help version datasets, written in Rust
-
rust_tokenizers
High performance tokenizers for Rust
-
myval
Lightweight Apache Arrow data frame
-
google-ml1
A complete library to interact with Cloud Machine Learning Engine (protocol v1)
-
mnist
data set parser
-
ecfuzz
Evolutionary Coverage-guided Fuzzing engine
-
openai
An unofficial Rust library for the OpenAI API
-
langchain-rust
LangChain for Rust, the easiest way to write LLM-based programs in Rust
-
ollama-rs
interacting with the Ollama API
-
giton
AI-powered utility for Git
-
ask-sh
An AI command line assistant, which is context-aware and multi-turn capable
-
raybnn
RayBNN
-
llm-chain
running chains of LLMs (such as ChatGPT) in series to complete complex tasks, such as text summation
-
kn-cuda-eval
A CUDA executor for neural network graphs
-
ask-ollama
Query any LLM found on Ollama from the terminal!
-
similari-trackers-rs
Machine learning framework for building object trackers and similarity search engines
-
miniboosts
collection of boosting algorithms written in Rust 🦀
-
kmedoids
k-Medoids clustering with the FasterPAM algorithm
-
tflite
Rust bindings for TensorFlow Lite
-
FerrousLearn
dependancy free, machine learning
-
fastembed
https://github.com/qdrant/fastembed
-
gai
Automatically generate commit messages from a git diff using AI
-
onnxruntime-ng
Wrapper around Microsoft's ONNX Runtime
-
tract-nnef
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
egobox
A toolbox for efficient global optimization
-
jiro_nn
Neural Networks framework with model building & data preprocessing features
-
openpilot
Towards fully autonomous driving
-
lance-datafusion
Internal utilities used by other lance modules to simplify working with datafusion
-
pipeless-ai
An open-source computer vision framework to build and deploy applications in minutes
-
abd-clam
Clustering, Learning and Approximation with Manifolds
-
rcudnn
safe Rust wrapper for CUDA's cuDNN
-
kalosm
interface for pretrained AI models
-
bkmr
A Bookmark Manager and Launcher for the Terminal
-
clust
An unofficial Rust client for the Anthropic/Claude API
-
scandir
A fast directory scanner
-
discorec
Recommendations for Rust using collaborative filtering
-
hyperparameter
A high performance configuration system for Rust and Python
-
lance-datagen
A columnar data format that is 100x faster than Parquet for random access
-
axolotlsay
💬 a CLI for learning to distribute CLIs in rust
-
batched-fn
Middleware for serving deep learning models with batched prediction
-
gbnf
A libray for working with GBNF
-
omikuji
an efficient implementation of Partitioned Label Treesand its variations for extreme multi-label classification
-
llama-cpp-2
llama.cpp bindings for Rust
-
llama_cpp
High-level bindings to llama.cpp with a focus on just being really, really easy to use
-
tlparse
Parse TORCH_LOG logs produced by PyTorch torch.compile
-
fasttext
binding
-
lgbm
Unofficial Rust bindings for LightGBM
-
proverbilo
Programo por montri hazardajn proverbojn en Esperanto
-
surrealml-core
The core machine learning library for SurrealML that enables SurrealDB to store and load ML models
-
unda
General purpose machine learning crate for neural network development and analysis
-
fb_stats
Stats library
-
hf-hub
crates aims ease the interaction with huggingface It aims to be compatible with huggingface_hub python package…
-
candle-optimisers
Optimisers for use with candle, the minimalist ML framework
-
cv-convert
Type conversions among famous Rust computer vision libraries
-
fsrs
including Optimizer and Scheduler
-
neat
working with NEAT in rust
-
rten
Machine learning runtime
-
confusion_matrix
Confusion matrix implementation for storing results from a classification experiment and providing statistical information
-
automl
Automated machine learning for classification and regression
-
bigml
Unofficial BigML client bindings
-
affinitree
distill faithful decision trees out of neural networks
-
plexo-sdk
Plexo SDK
-
fb_stats_traits
Traits for stats crate
-
txtai
Rust client for txtai
-
project-absence
👁️ Uncover the unseen
-
ai-buddy-cli
Personal AI Assistant CLI using the multi-ai-provider ai-buddy library
-
fksainetwork
neural network
-
system_info_collector
fast application to collect os information and create graphs based on it
-
linfa-clustering
A collection of clustering algorithms
-
qopt
optimization library
-
tictacrustle
Tic Tac Toe game with a Menace[ing] AI
-
tetr_ch
TETRA CHANNEL API
-
ballista-executor
Ballista Distributed Compute - Executor
-
fastapprox
Fast approximate versions of certain functions that arise in machine learning
-
trane
An automated system for learning complex skills
-
rcublas
safe Rust wrapper for CUDA's cuBLAS
-
usiagent
framework for Shogi AI development that supports the usi protocol
-
auto-diff
A neural network library in Rust
-
luminal
Deep learning at the speed of light
-
algorithmia
Client for calling algorithms and managing data hosted using Algorithmia
-
prompt-graph-exec
Execution of Chidori, interprets a given graph of prompts and nodes, provides grpc api to the runtime
-
cog-core
Core types and traits for rust-cog, a Rust toolkit for machine learning
-
changepoint
Change Point Detection in Rust
-
stable-diffusion-cli
Stable Diffusion CLI
-
hdbscan
clustering in pure Rust
-
coze
An egui app for playing with a local open source LLM
-
bhtsne
Exact and Barnes-Hut implementations of t-SNE
-
f-tree
the cli app to execute the commands from forester
-
cgip
Terminal client for interacting with Chat GPT that allows you to build and manipulate contexts
-
eval-metrics
Evaluation metrics for machine learning
-
n_gram
training n-gram language models
-
pllm
Portable LLM
-
ggml-sys-bleedingedge
Bleeding edge low-level bindings to GGML
-
hextral
Six dimensional Neural Network testing. Has Laplace and quantum fourier transform capabilities.
-
candle-einops
python einops package for the Candle ML library
-
darknet
wrapper for Darknet, an open source neural network framework written in C and CUDA
-
nncombinator
neural networks that can be written type-safely
-
tensor_types
Create typed and sized-checked Rust wrappers for Tensors for more reliable ML code
-
similari
Machine learning framework for building object trackers and similarity search engines
-
aleph-alpha-client
Interact with large language models provided by the Aleph Alpha API in Rust code
-
fann
Wrapper for the Fast Artificial Neural Networks library
-
qdrant_rest_client
The Dapr SDK for WebAssembly
-
onnxruntime-sys-ng
Unsafe wrapper around Microsoft's ONNX Runtime
-
espionox
creating multi-agent workflows in Rust
-
autom
Automaton
-
tract-onnx
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
burn-tch
LibTorch backend for the Burn framework using the tch bindings
-
kalosm-streams
A set of streams for pretrained models in Kalosm
-
rai
ML framework with Ergonomic APIs in Rust
-
wisard
nets implementation in Rust
-
zyx
Zyx machine learning library
-
autograd
Tensors and differentiable operations in Rust
-
darjeeling
Machine learning tools for rust. Currently comprising of categorization and generation neural network model training
-
forky_ai
Rust Utilities
-
ask-jarvis
Jarvis at your service
-
crabst
download statistics on your cli
-
rec_rsys
different maths functions related to recsys and ML
-
google-generative-ai-rs
An unofficial rust-based client library to interact with the Google Gemini generative AI API
-
ai-agents
designed for building and managing generative AI agents, leveraging the capabilities of large language models (LLMs)
-
ffsvm
A libSVM compatible support vector machine, but up to 10x faster, for games or VR
-
rlgym_sim_rs
Rust port of RLGym-sim
-
Rust_Simple_DNN
making optimized modular neural networks in rust
-
gpustat
A rust-version of gpustat
-
paddleocr
wrapper for PaddleOCR-JSON
-
azure_mgmt_machinelearning
generated REST API bindings
-
dlpark
dlpack Rust binding for Python
-
rustrees
Decision trees in Rust
-
graphrox
A graph library for graph compression and fast processing of graph approximations
-
only_torch
仿造pytorch的个人玩具(仍在构思,请勿下载)AI框架
-
opensrdk-kernel-method
Standard Kernel Method library for OpenSRDK toolchain
-
lace_cc
Core of the Lace cross-categorization engine library
-
linfa-bayes
Collection of Naive Bayes Algorithms
-
radient
designed for automatic differentiation. It leverages the power of computational graphs to perform forward and backward passes for gradient calculations.
-
oaapi
An unofficial Rust client for the OpenAI API
-
esp-idf-unda
Embedded neural network forward feeding for precompiled models created by the unda crate
-
gguf-rs
GGUF file parser
-
instant-clip-tokenizer
Fast text tokenizer for the CLIP neural network
-
elm
A minimalist framework for Extreme Learning Machines (ELMs)
-
mlflow_rs
A client library for experiment tracking with MLflow
-
bullet_lib
Neural Network Trainer for 2-Player Games
-
dataflow
data processing library, primarily for machine learning
-
rstorch
from scratch of a neural network framework in Rust inspired by PyTorch
-
azure_mgmt_machinelearningservices
generated REST API bindings
-
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
-
fbleau
measuring black-box security via Machine Learning
-
stonnx
run inference on ONNX models
-
lightgbm3
Rust bindings for LightGBM library
-
rusticsom
Self Organising Maps (SOM)
-
ort_batcher
Small crate to batch inferences of ONNX models using ort (onnxruntime)
-
atelier
Workshop for ML models
-
linkedin-headlines
LinkedIn Headlines Generator, a Rust library to generate high-quality headlines for LinkedIn posts or profiles
-
sentencepiece
Binding for the sentencepiece tokenizer
-
fast-neural-network
A heavily parallelized neural network library designed for speed and flexability
-
autograph
A machine learning library for Rust
-
cervo
High level APIs for RL in games
-
hello-from-generated-code
project with testing publish a crate into crates.io site
-
ducky-learn
ML rust framework
-
iris_classifier
Classifies irises into one of 3 species: Setosa, Versicolor, Virginica
-
mushin
Computational graphs with reverse automatic differentation in the GPU
-
libredr-client
LibreDR is an open-source ray-tracing differentiable renderer
-
ai-sh
An AI command line assistant, which is context-aware and multi-turn capable
-
bigml-parallel
CLI tool for executing multiple BigML scripts in parallel
-
neat-gru
NEAT algorithm with GRU gates
-
ibm-watson
A wrapper for interacting with the IBM Watson API
-
custos-math
Matrix operations with custos
-
arkgan
An open source GAN toolkit
-
intricate
A GPU accelerated library that creates/trains/runs machine learning prediction models in safe Rust code
-
tiny-ml
A very basic ml libary
-
cogni
Unix native interface for LLMs
-
tokengeex
efficient tokenizer for code based on UnigramLM and TokenMonster
-
oxidized-transformers
Transformers library (not functional yet)
-
re_smart_channel
A channel that keeps track of latency and queue length
-
neural_lib
lib to declare multiple groups of neurons, classicals learning process are includes
-
nnsplit
split text using a neural network. For sentence boundary detection, compound splitting and more.
-
libtashkeel_base
Arabic-text diacritic restoration using neural networks
-
vinyana
A neural network library written in Rust
-
skynet_ai
creating neural networks
-
gitstats
fetch stats from a git repository
-
tangram
Make predictions with a Tangram model from your Rust app. Learn more at https://www.tangram.dev/.
-
neat_lib
NeuroEvolution of Augmenting Topologies
-
const_cge
Neural network compiler with a focus on no_std targets
-
juice
Machine Learning Framework for Hackers
-
rusty-ai
Machine Learning
-
zenu-matrix
Matrix library for Zenu
-
llmvm-outsource
An llmvm backend which sends text and chat generation requests to known hosted language model providers
-
cog-rust
Rust containers for machine learning
-
FerriteChatter
ChatGPT CLI
-
catboost-rs
Unofficial Rust bindings for Catboost (Machine Learning Gradient Boosting Library from Yandex)
-
lace_data
Data definitions and data container definitions for Lace
-
ollama-rs-mangle-fork
interacting with the Ollama API
-
rhai-ml
Machine learning in the Rhai scripting language
-
ai-cli-assistant
Integrated intelligence into terminal
-
nevermind-neu
Machine learning library with terminal user interface
-
my1
My1
-
re_analytics
Rerun's analytics SDK
-
ndarray-conv
A blazing fast convolution lib for ndarray
-
insightface
work with Insightface's Face Detection and Face Swap models
-
candle-nn
Minimalist ML framework
-
ocl-convolution
OpenCL-accelerated 2D convolutions
-
easy_ga
implement genetic algorithms
-
cortical-io
Cortical.io API client
-
simple_ml
Functions required for data analysis and machine learning tasks
-
llama-core
The core component of LlamaEdge
-
ai-dataloader
PyTorch DataLoader
-
asimov
building high performance LLM-powered applications
-
turbochess
A chess move generator
-
mwa_hyperdrive
Calibration software for the Murchison Widefield Array (MWA) radio telescope
-
jtg_gpt
a gpt lib for JTG use only (not really go ahead and use it if you really want)
-
azure_mgmt_machinelearningexperimentation
generated REST API bindings
-
statgrab
Rust API to libstatgrab
-
stable-diffusion
Stable Diffusion
-
crabml-cli
crabml cli
-
rust-faces
face detection
-
ml-dsa-rs
Please use crate fips204
-
iron_torch
A very basic neuralnet set up and user will keep updated for abit
-
only-brain
Neural Network library, without the learning part
-
convolutions-rs
Fast, minimal dependency, completely Rust implementation of convolutions for machine learning
-
qwitlib
dsv files
-
synerise/cleora
general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data
-
taichi-runtime
Rust language binding to the Taichi Runtime C-API
-
libdt
training neural networks
-
dsntk-examples
DSNTK | Examples
-
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)
-
polars-ai
A CLI and a library for interacting with Polars DataFrames using natural language queries and AI
-
linfa-datasets
Collection of small datasets for Linfa
-
rust_nb
but generic Naive Bayes Model in Rust
-
neuronika
Tensors and dynamic neural networks
-
testtian
test for tian
-
hmeasure
H-Measure for assessing binary classifiers
-
einops
Simplistic API for deep learning tensor operations
-
cgpt
A command-line ChatGPT client
-
nimble-seer
Nimble Prediction
-
granne
Graph-based Retrieval of Approximate Nearest Neighbors
-
quicktok
Minimal, fast, multi-threaded implementation of the Byte Pair Encoding (BPE) for LLM tokenization
-
neuroflow
The neural network library implemented in Rust
-
wit_owo
Finally, an adequate library for wit.ai in Rust
-
statistical_computing
statistical computing
-
llmchain
framework for large language models, inspired by LangChain
-
faiss-next
Light weighted rust wrapper of c api of facebookresearch/faiss library
-
depth_analyzer
Program that analyzes an image processed by AI depth detection models
-
onnxruntime
Wrapper around Microsoft's ONNX Runtime
-
egobox-gp
gaussian process modeling
-
star-scraper
fetch info about GitHub stargazers
-
mindflow
A command line client for Mindflow
-
cge
Common Genetic Encoding (CGE) for directly-encoded neural networks
-
merlot
High-level, opinionated bindings to the OpenVINO 2.0 API
-
scratch_genetic
A from-scratch genetic-algorithm library used in my march-madness-predictor project
-
rustml
doing maching learning in Rust
-
smartgpt
that provides LLMs with the ability to complete complex tasks using plugins
-
candle-ext
An extension library to Candle that provides PyTorch functions not currently available in Candle
-
corgi
Machine learning, and automatic differentation implementation for Rust
-
stablediffusion-wgpu
Stable diffusion burn with wgpu
-
monte
Fundamental operations for scientific computing directly with Polars
-
word2vec
Rust interface to word2vec
-
llm-neox
GPT-NeoX for the
llm
ecosystem -
postagger
NLTK-inspired parts-of-speech tagger
-
rust_c3
C3 for Rust
-
budoux
Rust port of BudouX (machine learning powered line break organizer tool)
-
lichess-bot
A lichess bot library written in Rust
-
border-tch-agent
Reinforcement learning library
-
openvino-sys
Low-level bindings for OpenVINO (use the
openvino
crate for easier-to-use bindings) -
gtokenizers
tokenizing genomic data with an emphasis on region set data
-
tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
-
libffm
Field-aware factorization machines in Rust
-
easynn
quick-and-dirty neuro network developing and training
-
zenu-autograd
autograd library for learning purposes
-
crfs
Pure Rust port of CRFsuite: a fast implementation of Conditional Random Fields (CRFs)
-
reductionml-core
Reduction based machine learning toolkit core library
-
tflitec
A safe Rust wrapper of TensorFlow Lite C API supporting x86_64 and ARM (iOS, Android)
-
neuralneat
Kenneth Stanley's NeuroEvolution of Augmenting Topologies
-
pasta-msm
Optimized multiscalar multiplicaton for Pasta moduli for x86_64 and aarch64
-
deep_thought
Feed-forward neural networks in rust
-
load_feature_bc
Some tools that are 'internal' for now because they are insufficiently refined and unstable, but which are used by other 'public' crates
-
regressionu
Regression implementation with perpetual update functionaility
-
name_generator
Name Generator, generate random names from precomputed name statistics
-
param-opt
Parameter optimization
-
psyche
AI Toolset
-
lance-testing
A columnar data format that is 100x faster than Parquet for random access
-
pav_regression
The pair adjacent violators algorithm for isotonic regression
-
openvx
wrapper
-
simple_nn
nueral network library
-
RayBNN_Optimizer
Gradient Descent Optimizers and Genetic Algorithms using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
-
faiss4rs
Rust wrapper for Facebook's faiss
-
mmdeploy
Safe MMDeploy Rust wrapper
-
spaces
Set/space primitives for defining machine learning problems
-
vector_base
Vector base
-
luminal_metal
Metal compiler for luminal
-
kalosm-sample
A common interface for token sampling and helpers for structered llm sampling
-
sllm-rs
designed for integrating and interacting with various GPT-like APIs
-
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
-
stability_rs
Stability API
-
fuguex-machine
A binary analysis framework written in Rust
-
tract-pulse-opl
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
burn-tensor
Tensor library with user-friendly APIs and automatic differentiation support
-
muonts
Timeseries models in rust
-
cogent
Basic neural network library for classification
-
behaviortree-rs
BehaviorTree.CPP, a robust behavior tree library in C++
-
qmachina
A small library for Quant Machine Learning development
-
cloudllm
bridging applications with remote LLMs across various platforms
-
egobox-doe
design of experiments
-
prophet
A neural network implementation with a focus on cache-efficiency and sequential performance
-
tensorboard-proto
protobuf in tensorboard
-
libzymod-rust
智眼Rust SDK
-
femto-gpt
Minimal Rust library for training GPT language-models
-
rustygrad
A tiny autograd engine inspired by micrograd
-
cudnn
safe Rust wrapper for CUDA's cuDNN
-
speki-backend
the backend to speki
-
sample_planning
Sample Based Planner
-
git_statistic
statistic git repository
-
hey-jarvis
Jarvis at your service
-
recoreco
Fast item-to-item recommendations on the command line
-
ltp
Language Technology Platform For Rust
-
agents
General Purpose Agents
-
rcv
Computer vision library for Rust
-
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…
-
openai-magic-instantiate
Use LLMs to instantiate well-typed values
-
rusty-whisper
Whisper
-
cargo-cog
A cargo subcommand to build, run and publish machine learning containers
-
l2
Pytorch-style Tensor+Autograd library written in Rust
-
rten-tensor
Tensor library for the RTen machine learning runtime
-
finalfrontier
Train/use word embeddings with subword units
-
juggernaut
Neural Network in Rust
-
lace_geweke
Geweke tester for Lace
-
netidx-sysinfo
Publishes top-like stats from sysinfo into netidx
-
spindle
Ergonomic GPGPU data parallel in Rust
-
nasbench
port of NASBench: https://github.com/google-research/nasbench
-
lrclassifier
logistic regression classifier implementation
-
nnv-rs
Verification and Statistics on Deep Neural Networks
-
collenchyma
high-performance computation on any hardware
-
relearn
A Reinforcement Learning library
-
nnli
🔭 interactively explore
onnx
networks in your CLI -
reustmann
Von Neumann architecture
-
gpt_text
openai text wrapper just encaplusate the functions over one level
-
truecase
Restore correct letter casings in arbitrary text using a statistical model
-
clear-ml
machine learning
-
gtensor
Reverse-mode autodifferentiation of computational graphs with tensors and more for machine learning
-
hotg-runecoral
Bindings to the librunecoral library for doing hardware-accelerated inference
-
web-rwkv-converter
Converts an RWKV PTH model to SafeTensors
-
rust_nn
An educational Neural Network framework in Rust
-
rust-optimal-transport
optimal transport solvers for Rust
-
neural-network-rs
A neural network library
-
Cryptonic
This project includes a tensor library, utilities for FHE functionality and most importantly an FHE based ML library
-
brumby-soccer
Derivatives and multiples pricing for racing and sports
-
ai-commit-cli
A CLI that writes your git commit messages for you with AI
-
mz_rusoto_machinelearning
AWS SDK for Rust - Amazon Machine Learning @ 2014-12-12
-
aimm
AI Model Manager
-
gradients
An OpenCL, CUDA and CPU based Deep Learning Library
-
aleph-alpha-api
Interact with large language models provided by the Aleph Alpha API in Rust code
-
ruml-ox
Test setup (hellow world) for ruml-ox
-
rai-models
ML framework with Ergonomic APIs in Rust
-
openni2
Rust interface to OpenNI2
-
diffusers
using Torch
-
gemm-benchmark
BLAS [sd]gemm benchmark
-
fe2o3_ml
Machine learning tools for a chemistry library for Rust
-
linfa-nn
A collection of nearest neighbour algorithms
-
orkhon
Machine Learning Inference Framework and Server Runtime
-
xgboost
Machine learning using XGBoost
-
syntaxdot
Neural sequence labeler
-
rsrl
A fast, extensible reinforcement learning framework in Rust
-
rten-vecmath
SIMD vectorized implementations of various math functions used in ML models
-
puffpastry
basic rust neural network framework
-
dlpackrs
DLPack safe Rust binding
-
llm-base
The base for
llm
; provides common structure for model implementations. Not intended for use by end-users. -
neural_networks_rust
Neural Networks framework with model specification & data preprocessing features
-
smarty_pants
A light wheight Neural Network library with a focus on ease of use and speed
-
linfa-reduction
A collection of dimensionality reduction techniques
-
super-auto-pets-ai
Super Auto Pets AI, built with Rust
-
dumb_ai
My own AI, which doesn't work that great, but it still works!
-
runnt
Easy Neural Network for machine learning
-
lance-file
Lance file format
-
claude-rs
Claude AI-API ( Unofficial ) written in Rust
-
thalamus
A deep learning mesh node server platform for linux/mac/unix
-
image_captioner
Create captions for images automatically using the BLIP deep learning model
-
th-rust
ThRust is a software framework for thermodynamic and probabilistic computing
-
ecoz2
Linear Predictive Coding Vector Quantization and Hidden Markov Modeling for Pattern Recognition
-
markovr
Higher-order Markov Chains
-
rail
A GPU-Accelerated ML Library akin to Keras
-
rustneat
NeuroEvolution of Augmenting Topologies NEAT http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf with a Continuous-Time Recurrent Neural Networks
-
gorse_rs
Rust SDK for gorse recommender system
-
myself
building conversational agents powered by OpenAI's language model, providing a simple Agent abstraction to manage interactions and memory
-
edge-transformers
wrapper over ONNXRuntime that implements Huggingface's Optimum pipelines for inference and generates bindings for C# and C
-
intake
IntakeNomNom intake
-
cleora
general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data
-
covid_cert_uvci
parse EU Digital COVID Certificate UVCI (Unique Vaccination Certificate/Assertion Identifier)
-
snail_nn
small neural network libary, running on the cpu with parallelized stochastic gradient descent
-
tensorrt
Rust wrapper for NVIDIA TensorRT
-
simple_genetic
A very basic genetic learning set up
-
windows-ai
-
gptrust_api
Rust binding of OpenAI/GPT-3 API
-
newron
train and infer deep learning models
-
word_vec-rs
Memory efficient library to work with word2vec vectors
-
evo-rl
A neuroevolution-based ML library for reinforcement learning inspired by NEAT
-
fast-stats
efficient calculation of statistics from streaming data
-
fann-sys
Low-level bindings to the Fast Artificial Neural Networks library
-
leaf
Machine Learning Framework for Hackers
-
stamm
implementing custom decision trees and random forests
-
custos
A minimal OpenCL, WGPU, CUDA and host CPU array manipulation engine
-
rtaichi
Rust language binding to the Taichi Runtime C-API
-
wasm-nn
deep learning framework for WebAssembly
-
tdigest
T-Digest algorithm in Rust
-
collenchyma-nn
collenchyma plugin providing Neural Network operations
-
criterion-stats
Criterion's statistics library
-
variational-regression
Regression models trained using variational inference
-
mlinrust
A machine learning library in Rust from scratch
-
cervo-cli
High level APIs for RL in games
-
nnapi
safe abstraction of the Android NNAPI FFI bindings
-
find_cuda_helper
Helper crate for searching for CUDA libraries
-
tangram_features
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
monochrome
Othello AI
-
neural_networks
neural network library
-
lace_consts
Default constants for Lace
-
lfa
Native rust implementations of linear function approximators
-
train-map
Trained HashMap
-
ritenn
A multilayer feedforward backpropagation neural network library
-
stitch_core
A scalable abstraction learning library
-
tensor-rs
A typeless tensor 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.
-
cligpt
A command-line interface to talk to ChatGPT
-
perceptron
A super fast online learning library using perceptron
-
bytepiece
Rust version of bytepiece tokenizer
-
neuralnetwork
A small neural network lib written from scratch
-
rten-text
Text tokenization and other ML pre/post-processing functions
-
pyke-diffusers
modular Rust library for optimized Stable Diffusion inference 🔮
-
border
Reinforcement learning library
-
warkov-wordgen
Use markov-chains to generate new items
-
blowtorch
running and creating Rust models trained in Pytorch
-
dreamer
dreaming
-
llm-chain-llama
implementing
llm-chains
for LLamA. Chains can be use to apply the model series to complete complex tasks, such as agents. -
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
-
oxineat-nn
A neural-network implementation of the OxiNEAT crate's Genome trait
-
zyx-opencl
Zyx OpenCL backend
-
candle-transformers
Minimalist ML framework
-
vikos
A machine learning library for supervised training of parametrized models
-
dense
An encoder/decoder to/from dense files
-
syron
building, training and running basic neural networks
-
esopt
General Evolution-Strategy-Optimizer implementation according to https://arxiv.org/abs/1703.03864 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…
-
f-trak
A neural network based face detection program that tracks face movement in screen space
-
tract-data
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
ort-sys
Unsafe Rust bindings for ONNX Runtime 1.17 - Optimize and Accelerate Machine Learning Inferencing
-
paddle-sys
Bindings to Paddle Inference for running deep learning models
-
guidhouse_guessing
It gusses numbers
-
genetic-algorithm-tsp
Using genetic algorithms to solve Traveling salesman problems
-
profqu_neat
that implements the NEAT algorithm
-
rsgrad
an easy to use backpropagation library inspired by micro grad
-
re_tensor_ops
Helpers for using ndarray together with Rerun tensors
-
aiha
🦉 AIHA helps you to find the minimal requirements for any model on the 🤗 Hub
-
burn-autodiff
Automatic differentiation backend for the Burn framework
-
pandacan
send/receive CAN data using a panda OBD dongle. See https://github.com/commaai/panda for more information.
-
llama-cpp-sys-2
Low Level Bindings to llama.cpp
-
sann
Neural Network
-
ppca
Probabilistic Principal Component Analysis model
-
micrograd-rs
Andrej Karpathy's micrograd scalar-valued engine with basic neural network
-
kaffe
Pytorch, but make it rust :)
-
triadic-memory
Basic triadic memory implementation
-
mako
main Sidekick AI data processing library
-
zenu
Deep Learning library for Rust
-
labello
label encoder with configurable types
-
learntk
machine learning toolkit, written in Rust
-
neural_network
Modular neural network with an implementation of back propagation learning algorithm
-
luminal_cuda
Cuda compiler for luminal
-
mcai-onnxruntime
Wrapper around Microsoft's ONNX Runtime
-
itars
in RUST
-
inference
managing the machine learning inference process
-
lrtc
Compression-based low-resource text classification as introduced in Jiang et al (2023)
-
siarne
Fast simulation of artificial neurons
-
march
A Markov chain implementation
-
nuts-rs
Sample from unnormalized densities using Hamiltonian MCMC
-
egobox-moe
mixture of expert gaussian processes
-
cifar-ten
Parses the CIFAR-10 dataset binary files, with methods for downloading and ndarray conversion
-
llm-gpt2
GPT-2 for the
llm
ecosystem -
reductionml-cli
Reduction based machine learning toolkit CLI
-
vtext
NLP with Rust
-
baichat-rs
BAI Chat/ThebAI in Rust
-
menoh-sys
Low-level binding for Menoh
-
kalosm-language-model
A common interface for language models/transformers
-
easy_stats
package to perform basic descriptive stats on a data set
-
entity-gym-rs
Rust bindings for the entity-gym library
-
openblas-provider
The package provides BLAS and LAPACK using the OpenBLAS implementation
-
quickbrain
neural network library
-
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…
-
world-count
Word Frequency Statistics
-
nite2-sys
Rust bindings for NiTE2
-
mli
Machine Learning Interface for Rust
-
mlua-tract
Lua bindings for tract, the tiny, no-nonsense, self-contained, Rust-based Tensorflow and ONNX inference runtime
-
bnomial-cli
Get a fun machine learning question everyday in your terminal!
-
mcai-graph
Graph definition for Media Cloud AI Workflows representation
-
stable-diffusion-trainer
Stable Diffusion Trainer
-
machinebox
A client SDK for communicating with machinebox boxes
-
zc2
ZakuroAI CLI
-
nanograd
A nano neural network library. Scalar valued types with a PyTorch like API.
-
git-statistics
Collect commits from Git repository and present statistics in a comfortable way
-
rogue-net
Pure Rust implementation of the RogueNet neural network
-
kai-rs
using large language models via KoboldAI
-
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…
-
neurs
feed-forward-only, but efficient, neural network and reinforcement learning library
-
llama2_rs
port of llama2.c
-
br-openai
openai
-
help2table
convert the output of the help command to a markdown table
-
smelte-rs
Efficient inference ML framework written in rust
-
rusty-ggml
Idiomatic bindings for the GGML library (pre-alpha)
-
openreal
Uploaded by mistake, Do not use
-
pcp
A brute-force pcp solution searcher
-
candle-approx
Approximate comparison of Candle tensors
-
neuro
A deep learning library that runs on the GPU
-
tensorflow-serving-client
A prebuilt tensorflow serving client from the tensorflow serving proto files
-
nnrs
Rust Neural Network Library
-
adjoint
Hopf algebraic machine learning
-
artha
A dead simple neural network built as a learning exercise
-
wyrm
A low-overhead, define-by-run autodifferentiation library
-
forester
implementing various flavors of random forests and decision trees
-
crabml
core package
-
triton-rs
Rust bindings to the Triton Inference Server
-
dumbnet
a [no_std] neural network library
-
sbr
Recommender models
-
libsvm
High level Rust bindings for libsvm
-
julius
Wrapper for Julius
-
yafl
-
rai-nn
ML framework with Ergonomic APIs in Rust
-
learning_rust
A study crates
-
nj-learn-rs
test
-
airsim
an unofficial Airsim SDK written in Rust
-
ggml
Semi-idiomatic Rust bindings for the ggml library (from
ggml-sys
) -
windows-sys-ai
-
rgoap
Goal-Oriented Action-Planning
-
rcudnn-sys
FFI bindings to cuDNN
-
bfi
Brainfuck for your machine learning needs
-
hporecord
A common format to record hyperparameter optimization results
-
rag-toolchain
native library designed to empower developers with seamless access to common Gen AI workflows
-
concision
complete data-science toolkit written in Rust
-
tangram_table
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
pgml-dashboard
Web dashboard for PostgresML, an end-to-end machine learning platform for PostgreSQL
-
moonlander-gp
Genetic Programming framework providing AST abstraction and evolution routines
-
tract-onnx-opl
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
ffnn
A very simple feedfoward neural network library
-
brainy
neural networks
-
lightgbm2
Machine learning using LightGBM
-
jmspack-rust
functions that James finds useful
-
carrot_vision
Vision application
-
logprob
A wrapper around floats to handle log probabilities
-
lace_utils
Miscellaneous utilities for Lace and shared libraries
-
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.
-
scholar
A supervised machine learning library
-
ml
A package for M and L
-
psyche-graphics
Graphics generation module for Psyche AI Toolset
-
classifier
Naive Bayes classifier
-
klt-sys
Rust wrapper for Kanade-Lucas-Tomasi feature tracker (computer vision)
-
nspector
Nspector.AI core functionality crate
-
cublas
safe Rust wrapper for CUDA's cuDNN
-
linfa-linear
A Machine Learning framework for Rust
-
modm
A git like cli tool for machine learning version control
-
candle-flash-attn
Flash attention layer for the candle ML framework
-
tiktoken-rust
a fast BPE tokeniser for use with OpenAI's models
-
tract-hir
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
n3-parser
Super-Simple semantic neural network model parser
-
rust_hero
Rust assistant that utilizes NLP to enhance the quality of rust code
-
linfa-kernel
Kernel methods for non-linear algorithms
-
llama_cpp_rs
Rust bindings for LLAMA.CPP inference
-
cldnn-sys
Low-level Rust bindings to Intel's Compute Library for Deep Neural Networks
-
blasphemy
Inspired by Keras, powered by BLAS. Construct neural networks with one line of code per layer. That's BLASphemy.
-
ndarray-rblas
rblas
bindings forndarray
-
bosonnlp
SDK for Rust
-
alumina
An Experimental Deep Learning Library
-
cuticula
Data Preprocessing library for Machine Learning
-
gammatest
code to perform Gamma Test for machine learning feature selection
-
knockknock
CLI tool for ping protocols
-
qlz_crate
my first rust crate
-
slow_nn
A slow neural network library
-
bmls
Basic Machine Learning Subsystems
-
yarnn
Neural Network framework
-
hala-ops
Hala extension of std::ops crate
-
ohnomore
Transformations for TüBa-D/Z lemmas
-
ai-cli
A CLI tool for all things AI (generating images or audio, chatting with LLM's, you name it)
-
aorist_primitives
Primitive macros for the aorist project
-
socketstat
Get socket information and statistics
-
lightgbm
Machine learning using LightGBM
-
mutter
bindings to the Whisper.cpp machine learning transcription library!
-
ai-sys
-
nnet
A feedforward neural network
-
aicore
subprogram library for an artificial neural network
-
rten-cli
CLI tool for inspecting and running RTen models
-
cuda
CUDA bindings
-
lance-index
Lance indices implementation
-
aorist
Cdylib for aorist project. Can be accessed from Python.
-
ckpt-analyzer
fetching the name and short hash for PyTorch ckpt or Safetensors model files
-
llm-weaver
Manage long conversations with any LLM
-
llm-gptj
GPT-J for the
llm
ecosystem -
opensrdk-optimization
Standard mathematical optimization library for OpenSRDK toolchain
-
egobox-ego
efficient global optimization
-
primitiv
A Neural Network Toolkit
-
DeepIron
machine learning and deep learning
-
fast_pl
A plane-sweep implementation to compute persistence landscapes
-
mnist-extractor
extract MNIST dataset
-
tinguely
Machine learning library
-
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.
-
gmarkov
An app that uses markov chains to generate text
-
burn-wgpu
WGPU backend for the Burn framework
-
cervo-runtime
Multi-model multi-agent RL runtime for games
-
treerustler
that implement tree models
-
ai-buddy
On-Device centric multi-provider AI Assistant library to be used in CLI or on-device applications
-
genetic-algorithm-tsp-api
Create an api solving traveling-saleman-problems with genetic algorithms
-
syntaxdot-cli
Neural sequence labeler
-
blingfire
Wrapper for the BlingFire tokenization library
-
glmnet
Rust API to the fortran glmnet library
-
hmm
Hidden Markov Model
-
rwhisper
interface for Whisper transcription models in Rust
-
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.
-
hypersearch
hyperparameter search library
-
markov
A generic markov chain implementation in Rust
-
detexify
The
detexify
crate is a port of the classifier that powers https://detexify.kirelabs.org/classify.html -
cuda-oxide
high-level, rusty wrapper over CUDA. It provides the best safety one can get when working with hardware.
-
nn
A multilayer feedforward backpropagation neural network library
-
scientist
Machine Learning Algorithms in Rust
-
cudnn-sys
FFI bindings to cuDNN
-
huggingface_inference_rs
this package is a small wrapper for hugging face Inference API
-
pyrus-nn
Micro Neural Network framework
-
zyx-torch
Zyx libtorch backend
-
easyneural
will let you train neural networks easily
-
rwuerstchen
interface for RWuerstchen image generation models models
-
kalosm-language
A set of pretrained language models
-
openblas-blas-provider
BLAS/LAPACK provider using the OpenBLAS implementation
-
libcantal
submit statistics to cantal monitoring server
-
crabml-llama2
crabml llama2 support
-
auto-pilot
oprate your computer using GPT4 Vision
-
rsblas
BLAS in Rust
-
tensorflow-sys
The package provides bindings to TensorFlow
-
statistics
The package provides a statistics toolbox
-
learnwell
Framework for reinforcement learning
-
microsoft-cognitive-computer-vision
Microsoft - Cognitive Services - Computer Vision API
-
cntk
Wrapper around Microsoft CNTK library
-
accelerate-provider
The package provides BLAS and LAPACK using Apple’s Accelerate framework
-
rust-cv
A computer vision library using Rust
-
rai-opt
ML framework with Ergonomic APIs in Rust
-
steelix
Your one stop CLI for ONNX model analysis. Featuring graph visualization, FLOP counts, memory metrics and more!
-
deep_rust
Machine learning crate in Rust (under dev)
-
llm-chain-tools
providing Large Language Models with tools (also known as 'actions') that they can trigger
-
candle-core-temp
Minimalist ML framework
-
psyche-host
Host module for Psyche AI Toolset
-
aleph-alpha-tokenizer
A fast implementation of a wordpiece-inspired tokenizer
-
xgboost-rs
Bindings to dmlc/xgboost
-
kurobako_core
Core crate for
kurobako
-
aorist_ast
AST (Abstract Syntax Tree) building blocks for the aorist project
-
openai-utils
using the openai api
-
compiled-nn-bindings
A JIT Compiler for Neural Network Inference
-
tensorboard-rs
Write data for Tensorboard from Rust
-
linfa-pls
Partial Least Squares family methods
-
rtss-sys
RivaTuner Statistics Server SDK Rust bindings
-
image-classification
dfdx image classification
-
onehot
One-hot encoding trait and proc macro for auto deriving
-
n3-core
Super-Simple semantic neural network model compiler front-end
-
ai_kit
Collection of classic AI algorithms with convenient interfaces
-
liblinear
Rust bindings for the liblinear C++ library
-
hip-sys
Bindings for HIP
-
layered-clauses
Clauses plugin for layered-nlp
-
organism
A struct used for a genetic programing algorithm
-
nvidia-checker
Check CLI for NVIDIA software environment
-
tf-rs
High level (Pythonic) API for the TensorFlow framework
-
tract
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
burn-ndarray
Ndarray backend for the Burn framework
-
purpur
A data loading and image augmentation library
-
llm-bloom
BLOOM (BigScience Large Open-science Open-access Multilingual Language Model) for the
llm
ecosystem -
dndtools
Various CLI tools and library for D&D 5e
-
vision
Computer vision benchmarking datasets
-
rten-imageio
loading images for use with RTen
-
munin-if1sec
munin interface graph plugin, 1second resolution
-
openpnp_capture_sys
OpenPnP capture FFI bindings
-
candle-einops-macros
Pure rust implementation of the python einops package for the Candle ML library
-
cblas-src
C interface to Legacy BLAS
-
ast_topology
Differentiable programming for Rust
-
darknet-sys
-sys crate for Rust darknet wrapper
-
simplestats
Generate simple statistics on line delimited numbers
-
kalosm-llama
interface for Llama models
-
rf1
F1 statistics
-
lance-linalg
A columnar data format that is 100x faster than Parquet for random access
-
paddleocr_rs
paddleocr-v4 onnxrumtime infer
-
vowpalwabbit-sys
Rust bindings for VowpalWabbit
-
ggml-sys
Raw bindings (i.e. bindgen output) for the ggml library.
-
kalosm-learning
A simplified machine learning library for building off of pretrained models
-
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…
-
millardjn/rusty_sr
Deep learning superresolution in pure rust
-
syntaxdot-transformers
Transformer architectures, such as BERT
-
syntaxdot-encoders
Encoders for linguistic features
-
llm-chain-milvus
Driver for the Milvus vector store
-
openml
interface to OpenML
-
tease
Rapidly prototype interfaces for your machine learning models
-
gpt_tokenizer
Rust BPE Encoder Decoder (Tokenizer) for GPT-2 / GPT-3
-
netlib-blas-provider
BLAS/LAPACK provider using the Netlib implementation
-
aflak
Advanced Framework for Learning Astrophysical Knowledge
-
candle-kernels
CUDA kernels for Candle
-
text-to-image
dfdx text to image
-
porcupine-sys
Rust bindings to Porcupine
-
winrt-ai-sys
-
Brains
Rust based Artificial Neural Network framework with TensorFlow
-
syntaxdot-tokenizers
Subword tokenizers
-
cervo-asset
A unified asset type for Cervo using ONNX or NNEF models
-
linfa-trees
A collection of tree-based algorithms
-
windows-ai-sys
-
gym
Open AI environments bindings for Rust
-
greenglas
Data Preprocessing library for Machine Learning
-
shogun
bindings for Rust
-
coaster
high-performance computation on any hardware
-
learn_rust_perceptron
first rust learning crate
-
symcode
Symbolic Barcode - Programming Library
-
ones
sdk for ones.ai
-
extdivga
Uses a genetic algorithm to find the matrix representation of the exterior derivative
-
tangram_linear
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
ga
Genetic algorithm traits and algorithm
-
rusty-yolo
YOLO
-
pmrs
Rust support to process mining functions. Includes a library and a small cli-interface.
-
sentencepiece-model
Sentencepiece model parser
-
lance-io
I/O utilities for Lance
-
HPGO
Hybrid Parallelism Global Orchestration
-
tensorgraph-sys
backbone for tensorgraph, providing memory manamagement across devices
-
segment-anything-rs
interface for Segment Anything models
-
cv
Batteries-included pure-Rust computer vision crate
-
ohnomore-utils
Transformation utilities for TüBa-D/Z lemmas
-
tract-linalg
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
zyx-compiler
Zyx OpenCL backend
-
tract-pulse
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
hipblas-sys
Bindings for HIP blas
-
running-average
Calculate running average with specified time window width using constant memory
-
openai_bootstrap
Bootstrapping crate for the openai crate
-
collenchyma-blas
Collenchyma library for full BLAS support
-
clblast
bindings for rust
-
burn-common
Common crate for the Burn framework
-
torch
Thin torch bindings for rust
-
genetic
a little lib to use genetic algorithm
-
tsuga
An early-stage machine learning library for building neural networks in Rust
-
stream_stats
Display realtime statistics from stdin.
gunzip -c foo.gz | stream_stats > foo
-
candle-onnx
ONNX support for Candle
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tboard
Write and read tensorboard files
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linfa-svm
Support Vector Machines
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mindsdb
SDK for interaction with MindsDB api
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triton-client
A client for interfacing with NVIDIA Triton inference server
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cfasttext-sys
fastText ffi binding
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linfa-elasticnet
A Machine Learning framework for Rust
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fast_text
Binding for Facebook's FastText package
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cervo-nnef
Extends cervo with nnef support from tract-nnef
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pick_action_from_image
Pick an action from an image
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no_code_download_counter
Does nothing. Contains no code whatsoever. Exists only to give a background measurement for download statistics so that one can remove downloads from crater runs and the sort.
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tensorrt-rs
using Nvidia's TensorRT deep learning acceleration library
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onnxruntime-sys
Unsafe wrapper around Microsoft's ONNX Runtime
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gcn_agg
Aggregates GCN data
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webpack-q-cli
Ask questions about webpack compilation statistics
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hotg-rune-proc-blocks
Core tools and abstractions for developing proc blocks in Rune
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tangram_metrics
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
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rai-datasets
ML framework with Ergonomic APIs in Rust
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lingua
An accurate natural language detection library, suitable for short text and mixed-language text
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tangram_model
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
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text-generation
dfdx text generation
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psyche-simulator-cli
CLI simulator for Psyche AI Toolset
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tangram_zip
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
sarek
A work-in-progress, experimental neural network library utilizing TensorFlow Keras
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cuda11-cudnn-sys
cuda ffi
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openai-rs
OpenAI
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aivm_train
training AIVM code
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lance-arrow
Arrow Extension for Lance
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sysblas
Minimal CBLAS FFI bindings to system BLAS
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gpt-model
Pure-Rust inference wrapper for GPT-2 large language models
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blingfire-sys
Bindings to the BlingFire C++ library
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compiled-nn
A JIT Compiler for Neural Network Inference
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dice
calculating arbitrary dice probabilities
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httpstat
-
burn-import
importing datamodels into the Burn framework
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coaster-blas
Coaster library for full BLAS support
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tangram_tree
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
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oner_induction
1R rule induction algorithm
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rphi
interface for Phi models
-
basilisk
autonomous AI written in rust
-
rsrl_domains
Toy domains for reinforcement learning research in Rust
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pyo3-tch
Manipulate PyTorch tensors from a Python extension via PyO3/tch
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kalosm-ocr
interface for pretrained OCR models
-
linfa-ftrl
A Machine Learning framework for Rust
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aorist_constraint
Example constraint crate for the aorist project
-
syntaxdot-tch-ext
tch path extension for partitioning parameters in groups
-
linfa-logistic
A Machine Learning framework for Rust
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libsvm-sys2
FFI bindings to libsvm
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llm-llama
LLaMA (Large Language Model Meta AI) for the
llm
ecosystem -
lance-table
Lance table format
-
underthesea_core
Underthesea Core
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burn-fusion
Kernel fusion backend decorator for the Burn framework
-
finalfusion-utils
finalfusion utilities
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kalosm-sound
A set of pretrained audio models
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stat
-
mcai-onnxruntime-sys
Unsafe wrapper around Microsoft's ONNX Runtime
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linfa-preprocessing
A Machine Learning framework for Rust
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brass_tensor
Tensor type implementation for the Brass library
-
zyx-optim
Zyx optimizers
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mli_mep
Multi Expression Program implementation for mli
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xla
Bindings for the XLA C++ library
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tract-nnef-resources
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
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syntaxdot-summary
TensorBoard summary writer
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usl
usl builds Universal Scalability Law models from sets of observed measurements
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tensorflow-sys-runtime
The package provides runtime bindings to TensorFlow
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sloword2vec
A naive implementation of word2vec
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mkl_link
linking with MKL
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cuda11-cublasLt-sys
cuda ffi
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genetic_algorithms
solving genetic algorithm problems
-
psyche-core
Core module for Psyche AI Toolset
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dent
summarizing and comparing small data sets
-
canyon-sys
A sys crate for the Canyon ML Project
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matrux
Neural network implementation in rust
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staccato
Statistics from the command line
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forger
reinforcement learning with Rust
-
candle-metal-kernels
Metal kernels for Candle
-
aorist_attributes
Definitions for various kinds of data attributes in the aorist project
-
sentiment-analysis
dfdx sentiment analysis
-
lance-core
Lance Columnar Format -- Core Library
-
tensorflow-serving
client
-
nlpcloud
NLP Cloud serves high performance pre-trained and custom models for NER, sentiment-analysis, classification, summarization, question answering, and POS tagging, ready for production…
-
ragegun
Performs lexica based analysis on text (i.e. age, gender, PERMA, OCEAN personality traits, ..)
-
cervo-onnx
Extends cervo with ONNX support from tract-onnx
-
derezzed
A Machine Learning Library
-
tract-tflite
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
xgboost-rs-sys
Low level bindings to dmlc/xgboost for rust
-
onnxruntime-sys-patch
Unsafe wrapper around Microsoft's ONNX Runtime
-
burn-train
Training crate for the Burn framework
-
burn-compute
Compute crate that helps creating high performance async backends
-
nerf
Representing Scenes as Neural Radiance Fields for View Synthesis and its extension to follow-up research projects
-
dataflow_nlp
Dataflow is a data processing library, primarily for machine learning
-
rai-core
ML framework with Ergonomic APIs in Rust
-
tensorgraph-math
backbone for tensorgraph, providing math primitives
-
tflite-dyn
Rust bindings for TensorFlow Lite C API
-
tangram_kill_chip
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
tract-kaldi
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
zyx-cpu
Zyx cpu backend
-
cuda_blas
cuBLAS API bindings
-
tract-ffi
Tiny, no-nonsense, self contained, neural network inference
-
burn-dataset
dataset APIs for creating ML data pipelines
-
witty
wit.ai client library
-
cephalon
extract information from documents, and feed it into vector database to create robust knowledge-base assistant
-
cuda_dnn
cuDNN API bindings
-
linfa-hierarchical
Agglomerative Hierarchical clustering
-
linfa-ica
A collection of Independent Component Analysis (ICA) algorithms
-
rmistral
interface for Mistral models
-
tangram_progress_counter
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
tract-libcli
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
r
a set of utils for machine learning
-
ors
onnxruntime bindings for rust
-
tboard-pyo3
Write and read tensorboard files
-
tangram_finite
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
cuda11-cutensor-sys
cuda ffi
-
candle-pyo3
Minimalist ML framework
-
linfa-tsne
Barnes-Hut t-distributed stochastic neighbor embedding
-
llm-cli
A CLI for running inference on supported Large Language Models. Powered by the
llm
library. -
ndarray-tensorflow
Adapter for Tensorflow tensors to expose the ndarray API
-
zyx-nn
Zyx nn modules
-
cervo-core
High level APIs for RL in games
-
cuda11-cudart-sys
cuda ffi
-
nsfw
detecting NSFW images using a neural network
-
burn-candle
Candle backend for the Burn framework
-
candle-datasets
Minimalist ML framework
-
burn-tensor-testgen
Test generation crate for burn-tensor
-
tract-tensorflow
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
tch-ext
Sample Python extension using tch to interact with PyTorch
-
cuda11-cuda-sys
cuda ffi
-
tangram_id
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models
-
candle-examples
Minimalist ML framework
-
tract-extra
Tiny, no-nonsense, self contained, TensorFlow and ONNX inference
-
rbert
interface for Bert embeddings
-
tangram_text
Tangram makes it easy for programmers to train, deploy, and monitor machine learning models