rand_distr

rand_distr is used at run time in 2,768 crates (of which 304 optionally). It is a direct run-time dependency in 474 crates. It's used only as a dev dependency in 345 crates (of which 144 directly).

Number of dependers	rand_distr version	Downloads/month
283	0.5.1	298K
2,624	0.4.3	2.5M
21	0.3.0	2.3K
185	0.2.2	276K

Depender (with downloads and own rev deps)			rand_distr version
11.7M	381	half	optional	^0.5.0
2.1M	1072	nalgebra	optional	^0.4
688K	8	turmoil		^0.4.3
406K	201	imageproc		^0.4.3
387K	3	tantivy-stacker		^0.4.3
155K	1	mixnet		^0.4.3
444K	34	polars-core	optional	^0.4
440K	16	polars-ops	optional	^0.4
95K	155	ndarray-rand		^0.4.0
48K	84	candle-core		^0.5.1
38K	4	rv		^0.4
92K	108	bevy_math	optional	^0.4.3
29K	10	peroxide		^0.5
26K	2	tract-onnx-opl		^0.4
24K	2	maybenot		^0.4.3
10K	12	burn-tensor		^0.4.3
10K	6	librespot-playback		^0.4
29K	39	faer	optional	^0.4.3
9.9K	2	time_series_generator		^0.5
21K	7	float8	optional	^0.5.0
4.7K	1	metaheuristics-nature		^0.4
4.5K	2	sphinx-packet		^0.4.3
3.5K		lueur-cli		^0.5
3.1K		finalytics		^0.4.3
7.8K	2	curvo	optional	^0.5.1
2.3K		spiking_neural_networks		^0.4.3
2.2K		crispr_screen		^0.4.3
7.2K	13	smartcore	optional	^0.4
1.9K		chokepoint		^0.5.0
5.8K	21	roqoqo	optional	^0.5
1.7K		atelier		^0.4.3
1.5K		npwg		^0.5
1.5K		cdx		^0
1.4K	3	augurs-ets		^0.4.3
1.3K	1	cloudproof_anonymization		^0.4
1.3K	1	bayes_estimate		^0.4
1.3K	2	extended-isolation-forest		^0.4
1.3K		mtop		^0.4.3
1.2K		fbsim-core		^0.4.3
1.0K	2	bhtsne		^0.4
1.0K	3	fast_poisson		^0.5.0
3.4K	7	snarkvm-ledger-committee	optional	^0.4
950		gw_signal		^0.4.3
850	2	py-spy		^0.4
850	3	stubr		^0.4
800		miniboosts		^0.4.3
800		ldpc-toolbox		^0.5
800		rebop		^0.4.3
750		foyer-bench		^0.5
750	1	lace		^0.4
750		zcash_client_sqlite		^0.4
750		greyjack		^0.4.3
700		triton_grow		^0.4.3
700		rustyml		^0.5.1
700	1	single-svdlib		^0.5.1
700		cfr		^0.4
700		efficient_pca		^0.4.3
650		quantrs		^0.5.1
650		diffusionx		^0.5.0
650	1	nyx-space		^0.4
600		rd-hashd		^0.4
600	4	kmerutils		^0.4
600		optionstratlib		^0.5.1
600		arena-core		^0.4.3
600		tictonix		^0.5.1
550		whiskers		^0.4.3
550		minidx		^0.5
550		bourse-de		^0.4.3
500		forest-filecoin		^0.4
490	9	commonware-p2p		^0.4.3
490		rusty_neat		^0.5
470	1	glow-control-lib		^0.4
460	2	maidenx_tensor		^0.4.3
460		kifmm		^0.4.3
450		thus-saith		^0.5.1
440		rspp		^0.4.3
440	4	auditor-client		^0.4.3
430	3	commonware-consensus		^0.4.3
420		qopt		^0.4.3
420	1	pharmsol		^0.5.0
400		neptune-cash		^0.4.3
400		mosekcomodel		^0.4.3
390	1	bsxplorer2		=0.4.3
370	1	ckb-miner		^0.4
370		RustQuant_error		^0.4.3
370		RustQuant_math		^0.4.3
350		mini-mcmc		^0.4
340	1	stochastic-rs		^0.4.3
330		astrai		^0.4.3
330		bazbandilo		^0.5
320		reference-interval		^0.5.1
320		nefele		^0.4.3
320		hpt		^0.5.1
320	2	minidx-core		^0.5
320		fish-lib		^0.5.0
320		rabitq		^0.4.3
310		firework-rs		^0.4.3
310		tsgen		^0.4.3
300	1	lutgen		^0.4
300		eevee		^0.5.0
300		RustQuant_stochastics		^0.4.3
290		iced-lenia		^0.5.1
290		komunikilo		^0.4
290	6	hpt-common		^0.5.1
280		RustFL		^0.4.3
280	2	phylotree		^0.4.3
280	1	little-sorry		~0.5.1
270		he-ring		^0.4.3
260		evo-rl		^0.4.3
260	4	hpt-traits		^0.5.1
260	1	optimization		^0.2
260		rs-stats		^0.4.3
260		credit_portfolio_model		0.4.*
250	4	plottery_lib		^0.4.3
250	5	full		^0.4
250	1	tpe		^0.4
250		clipboard-history		^0.5.1
240		sequoia-chameleon-gnupg		^0.4
240		powers-rs		^0.5.1
240		ratel_bandit		^0.4.3
240		algoart		^0.4.3
240		sosa		^0.4.0
230	2	ijzer_lib		^0.4.3
230		proseg		^0.5.1
220		rita		^0.5
220		derivative_pricer		^0.4.3
210		ug-llama		^0.4.3
210		vec_ssap		^0.5.1
200		byregot		^0.4.3
200	7	linera-chain		^0.4.3
190		rustic-zen		^0.4
180		qubic_engine		^0.4.3
180		ringboard		^0.5.1
170		gathers		^0.4.3
170		solitaire_cypher_cli		^0.4.3
170		aquatic_http_load_test		^0.4
160		poro		^0.4.3
160		brique-rs		^0.5.0
160	1	auto-palette		^0.5.0
160	1	cellular_raza-building-blocks		^0.4
160		sss_moo		^0.4.3
150	1	aquatic_udp_load_test		^0.4
150		aquatic_ws_load_test		^0.4
150		furtif-core		^0.4.3
150	5	dfdx		^0.4.3
140		minet_ai		^0.4.0
140	1	petal-decomposition		^0.4
140	1	solitaire_cypher		^0.4.3
140		barnsley		^0.4.3
130		trawler		^0.2
130		nuts-rs		^0.5.0
130		spacerocks		^0.4.0
130		lasprs		^0.5.0
120		flowscad		^0.4.3
120	1	sefar		^0.4.3
120		opensrdk-probability		^0.4.1
120	3	raphtory		^0.4.3
120		brydz_model		^0.5.1
110		kvbench		^0.5.1
110		signtensors		^0.4.3
110	2	sunscreen_tfhe		^0.4
110	1	rstat		^0.2
110	22	scirs2-core		^0.5.1
100	4	scirs2-linalg		^0.5.1
100	1	scirs2-integrate		^0.5.1
100		set_genome		^0.4
100		sim		^0.4
100	1	scirs2-stats		^0.5.1
100	2	scirs2-autograd		^0.5.1
		pccc		^0.5.1
	1	scirs2-datasets		^0.5.1
		piscem-infer		^0.4.3
		neat-gru		^0.4.1
		poisson-diskus		^0.4
		ml_kit		^0.5.1
	1	nerdondon-hopscotch		^0.4.0
		rebalance		^0.5.1
		femto-gpt		^0.4.3
		calibrator		^0.4.3
		clue_oxide		^0.4
		numrs2		^0.5.0
	2	kn0sys_ndarray_rand		^0.5.0
	2	cosmian_crypto_base		^0.4
		intricate		^0.4.3
		rand-half		^0.4.3
		milkpq		^0.3
		zipf-fixed		^0.5.0
		genact		^0.4
	1	eqsolver		^0.4.3
		hypervector		^0.4
		simple_optimization		^0.4.1
		render_cerke_board		^0.4.0
		deque_deck		^0.4.3
	1	rustats		^0.3
	1	arima		^0.4.3
	4	velvet-core		^0.3
	1	ambisonic		^0.4
		docbrown-db		^0.4.3
		hmeasure		^0.4.3
		point_process		^0.2.2
		alator		^0.4.1
	2	izihawa-tantivy-stacker		^0.4.3
	1	qvnt		^0.4.3
		hypernonsense		^0.4.2
		dbgen		^0.4
		fluent_data		^0.4.3
	5	rlst		^0.4
		sequoia-octopus-librnp		^0.4
		ducky-learn		^0.4
	2	tradestats		^0.4.3
		rapl		^0.4.3
		autoregressive		^0.4
		goko		^0.4.0
	1	poisson-rate-test		^0.4.0
		bye_abow_rs		^0.4.3
		rec_rsys		^0.4.2
		robotics		^0.4
		cisat		^0.4.0
		ecdna-lib		^0.4.0
	1	simple_gaussian		^0.2
		simulon		^0.4
		ds-heightmap		^0.4
		monero-serai		^0.4
	3	falcon-rust		^0.4.3
		graphembed		^0.4
	1	purrmitive		^0.2.2
	4	annembed		^0.4
		lsh-rs		^0.2
		py-spy-for-datakit		^0.4
	1	spherical-cow		^0.4
		terminal_game_of_life		^0.4.0
		diag		^0.4.3
		crashie		^0.4.3
		ngs		^0.4.3
		rec-wars		^0.4.0
	2	autograd		^0.4.0
	1	cdc-chunkers		^0.4
		ddnet-map-gen		^0.4.3
		docbrown		^0.4.3
		prcn_lib		=0.2.2
		randn		^0.4
		rebels		^0.5.1
		atomecs		^0.4.0
		cambrian		^0.4.3
	5	cervo-core		^0.4
		ggq		^0.4.3
		mgart		^0.4.3
	1	newpfd		^0.4.3
	1	relearn		^0.4
		reservoirs		^0.4.0
	1	rsvd		^0.4.3
		fast_aug		^0.4
	1	memega		^0.4.3
		concrete_lib		^0.2.2
	4	probminhash		^0.4
	1	rosomaxa		^0.4.3
	1	starfall		^0.4.3
	2	below-btrfs		^0.4
		mix-distribution		^0.2.1
	1	q1tsim		^0.2
		negie		^0.4.3
		neuronika		^0.4.2
	1	ritenn		^0.4
		datagen		^0.2.2
	3	mahf		^0.4.3
		picasso-core		^0.3
	1	markovish		^0.5
		unda		^0.4.3
		auto-diff-ann		^0.4
		bitcoin-p2p		>=0.3.0, <0.4.0
		cloth_bumpmap		^0.4.1
		markovian		^0.2
		simulated_annealing		^0.4.3
		sr-rcd		^0.4
	5	abcperf		^0.4.3
	1	algos		^0.4.3
		l2		^0.2.2
		optima		^0.4.3
		vew		^0.5.1
		datasaurust		^0.4.3
	5	music-player-playback		^0.4.3
		alpha_stable		^0.4.3
	1	cosyne		^0.4.0
		miniverse		^0.4.3
		rsrl		^0.2
		wheel-resample		^0.2
		allan-tools		^0.4.2
		bayes		^0.2.2
		ggpo-rs		^0.2
		ksnn		~0.4.3
		sensulator		^0.4.3
		datapool		0.4.*
		ferric		^0.4
		fetish-lib		^0.2.2
		iterative_methods		^0.4.0
		neuroflow		^0.4.3
		rpick		^0.4
		sae		^0.4.0
		samplers		^0.2.2
		spaced-repetition		^0.4.3
		wordcloud-rs		^0.4
		bgv		^0.5.1
		dograph		^0.4.3
		fosr		^0.4.3
	2	gchemol-geometry		^0.4
		neurs		^0.4.3
		rand-array-iid		^0.3.0
		sfcpl		=0.2.2
		spherical_blue_noise		^0.4.0
		sqsh-testdata		0.4.*
	2	tensor-rs		^0.4
		bye_pcl_rs		^0.5.0
		easyneural		^0.2
		eventsim		^0.4.3
		hornvale		^0.4.3
		lattice-qcd-rs		^0.4.3
		maver		^0.2
		mondrian		^0.3
		nabla-ml		^0.4
		rip_shuffle		^0.4
		rusty-compression		^0.4
	1	shunting		^0.4
		simul		^0.4.3
	2	usiagent		^0.4.3
	1	wood_grain		^0.4.0
		ezel		^0.4.3
		gp		^0.2
		hxgm30-eco		^0.2.2
		imageproc-patched		^0.2.2
		ndev		^0.2
		openfair		^0.4.1
		poisson-ticker		^0.2
		ppca		^0.4.3
		righor		^0.4.0
		rustasim		^0.2.2
		sbrd-gen		^0.4.3
	2	actinium226-librespot-playback		^0.4
	2	diffusion_rs_common		^0.4.3
	1	eyepiece		^0.4.3
		fips-md		^0.4
		gtensor		^0.4.3
		kfilter		^0.4.3
	2	maria-linalg		^0.4.3
		mesh-rand		^0.4.3
		openskill		^0.4.3
		plotly-patched		^0.2.2
		poisson2d		^0.2
	1	ring-lwe		^0.4.3
		rpt		^0.4.0
	1	russell_stat		^0.4.3
		yarnn		^0.2.1
		diff-priv		^0.4.3
	2	earendil_packet		^0.4.3
		elm		^0.4.3
		esopt		^0.4
	1	friedrich		^0.4
	2	ftzz		^0.4.3
		rsfinance		^0.4.3
	1	t4t		^0.4.3
	2	zenu-layer		^0.4.3
	4	zenu-matrix		^0.4.3
		EZAIMD		^0.4.3
		ebcandle-core		^0.4.3
		hollywood		^0.4
		ironcore-alloy		^0.4.3
	4	koibumi-node		^0.4.3
		ofnn		^0.4
		optimax		^0.4.3
		pushr		^0.4.1
		reilly		^0.4
		wassily		^0.4
	3	zenu-autograd		^0.4.3
		adriann		^0.5.0
		candle-core-temp		^0.4.3
		envoy-dummy-stats		^0.2.1
		householder		^0.4
		jiro_nn		^0.4.3
		kda-tools		^0.4.0
		lmutils		^0.4.3
		multistochgrad		^0.4
		oscen		^0.2
		peng_quad		^0.5.0
		randomwalk		^0.4.0
	1	rotala		^0.4.1
		rust_ca		^0.4
		rust_rts		^0.2.2
		sprs-rand		^0.2.2
		vq		^0.5.0
	2	auto-diff		^0.4
	1	balter-runtime		^0.4.3
		bye_octomap_rs		^0.5.0
	2	card_play		^0.4.3
		genome		^0.2.2
		kessler		^0.4.3
	4	koibumi-node-sync		^0.4.3
		module-lwe		^0.4.3
		neural_networks_rust		^0.4.3
		pebbles		^0.4.3
		prettier-print		^0.4
		simln-lib		^0.4.3
		vector_quantizer		^0.4.3
		RustyQLib		^0.4.3
		amber_light		^0.4.3
	1	astrograph		^0.4.3
		backgammon-simd		^0.4
		bellande_artificial_intelligence_framework		^0.4
		bindashtree		^0.4
		color-palettes		^0.4.3
		coreset		^0.4
		crfmnes		^0.4
		decision_transformer_dfdx		^0.4.3
	2	diffuse_rs_common		^0.4.3
		echo-state-network		^0.4
		frosty_grass		^0.4.3
		jagua-rs		^0.5.0
		modppl		^0.4.3
		monero-wallet-mirror		^0.4
		nalgebra-rand-mvn		^0.4
		neat_lib		^0.4.3
		neuralnyx		^0.5.1
	2	openlibspot-playback		^0.4
		penumbra-sdk-tct-visualize		^0.4
		phantom-zone		^0.4.3
		pimc		^0.4.3
		rl_examples		^0.4.3
		rust-lstm		^0.4
		rustonomicon_optima		^0.4.3
		sgpe		^0.4.3
		simplepir		^0.4.3
		sparseglm		^0.4.2
		stateful_faas_sim		^0.4.3
		virolution		^0.4.3
		word-cloud		^0.4.3
		yolors		^0.4.3
500	2	quantette	optional	^0.4.3
480	1	pagecache	optional	^0.2.1
460		bgpsim	optional	^0.4.3
280	1	eryon-nrt	optional	^0.5
280	6	eryon-core	optional	^0.5
270	4	eryon-mem	optional	^0.5
270	1	eryon-surface	optional	^0.5
270	11	v_utils	optional	^0.5.1
260	3	eryon-actors	optional	^0.5
250	2	eryon-rt	optional	^0.5
240	1	eryon-net	optional	^0.5
220	1	dsp	optional	^0.4
200	6	rshyper	optional	^0.5
190	1	rstm-core	optional	^0.5
180	2	smartcore_proba	optional	^0.4
130	2	simple-sds-sbwt	optional	^0.4
100		half-2	optional	^0.4.3
	2	unit-root	optional	^0
		dos-actors	optional	^0.4.3
		acid2	optional	^0.4.3
		bootstrap-ht	optional	^0
	6	concision-core	optional	^0.4
		eviolite	optional	^0.4
	10	gmt_dos-clients	optional	^0.4.3
		hcomplex	optional	^0.3
	4	lightmotif	optional	^0.4.3
		modbus-mapping	optional	^0.4
		netem-trace	optional	^0.4.3
		num-quaternion	optional	>=0.5.1
		oefpil	optional	^0.5.1
		paxakos	optional	^0.4
10.8M	41	zerovec	dev	^0.4
5.9M	265	plotters	dev	^0.4.0
1.9M	45	metrics-util	dev	^0.4
1.7M	8	sketches-ddsketch	dev	^0.4.3
588K	185	geo	dev	^0.4.3
480K	137	datafusion	dev	^0.4.3
400K	85	tantivy	dev	^0.4.3
347K	42	quick_cache	dev	^0.5
324K	19	kiddo	dev	^0.4
240K	1	statest	dev	^0.3.0
175K	322	sled	dev	^0.3.0
167K	17	fixed_decimal	dev	^0.4
166K	16	icu_decimal	dev	^0.4
150K	23	average	dev	^0.5
145K	3	foyer-memory	dev	^0.5
60K	16	rand_regex	dev	^0.5
51K	16	rust-analyzer-salsa	dev	^0.2.1
46K	2	abnf	dev	^0.4
40K	1	fjadra	dev	^0.4.3
30K	58	candle-nn	dev	^0.5.1
22K	53	plotly	dev	^0.4
20K	43	pallet-message-queue	dev	^0.4.3
12K	1	raft-engine	dev	^0.4
12K		lfest	dev	^0.4
10K	5	lib-sokoban	dev	^0.4.3
10K	6	tfhe	dev	^0.4.3
8.5K	6	spl-concurrent-merkle-tree	dev	^0.4.3
8.0K	3	tfrecord	dev	^0.4.3
5.3K	2	tracing-timing	dev	^0.4
4.7K	14	piet-common	dev	^0.4.3
4.5K		frizbee	dev	^0.5.1
4.4K	5	pdatastructs	dev	^0.4
4.0K	1	opentelemetry-spanprocessor-any	dev	^0.4.0
4.0K	3	voronator	dev	^0.2.2
3.2K	2	rolling-stats	dev	^0.4.3
2.3K	36	seq_io	dev	^0.5
2.0K	4	candle-metal-kernels	dev	^0.4.3
2.0K		satkit	dev	^0.5
1.4K	1	cloudproof_fpe	dev	^0.4
1.4K		lightgbm3	dev	^0.5
1.2K	1	ceres-solver	dev	^0.4
1.1K		clockpro-cache	dev	^0.4.3
1.1K		cardio-rs	dev	^0.5
1.1K		xcp	dev	^0.5.1
1.1K	1	hydroflow	dev	^0.4.3
1.0K	5	welch-sde	dev	^0.4.2
900	4	voracious_radix_sort	dev	^0.3.0
900	4	reductive	dev	^0.4
900		paracord	dev	^0.5
800		nncombinator	dev	^0.4.3
800	2	ndhistogram	dev	^0.4.3
750	3	gmt_dos-clients_scope	dev	^0.4.3
650	5	lever	dev	^0.4
600	1	minikalman	dev	^0.4.3
550		xctch	dev	^0.4.3
500		memo-cache	dev	^0.4.3
500		stv-rs	dev	^0.4
480	1	sieve-cache	dev	^0.4.3
470	4	dsi-bitstream	dev	^0.5.0
460		light-curve-feature	dev	^0.4
450	1	zw-fast-quantile	dev	^0.4.2
420		binary-ensemble	dev	^0.4.2
400		miniball	dev	^0.4.3
390	1	prettytty	dev	^0.5.0
360	4	amareleo-node-bft	dev	^0.4
350	3	snarkos-node-bft	dev	^0.4
310	1	waterfall	dev	^0.4.3
300		ixa	dev	^0.4.3
290		kn-runtime	dev	^0.4.3
280		bies	dev	^0.4
270	1	plotters-ratatui-backend	dev	^0.5.1
260		salrucc	dev	^0.3.0
260		rough_piet	dev	^0.4
250	1	pixel-canvas	dev	^0.4
230		solarti-concurrent-merkle-tree	dev	^0.4.3
220	1	vsdbsled	dev	^0.3.0
190	4	srt-tokio	dev	^0.4
190		desque	dev	^0.5
180	4	srt-protocol	dev	^0.4.3
160	1	dfir_rs	dev	^0.4.3
150		steady_state	dev	^0.4.3
140	1	gluon-salsa	dev	^0.2.1
130		auto_regressive	dev	^0.4.3
120		pure_rng	dev	^0.5.1
		vertex_clustering	dev	^0.4.3
	1	quickwit-ingest-api	dev	^0.4
	1	tskit	dev	^0.4.0
		moga	dev	^0.4.3
	3	darklua	dev	^0.4.3
		sliced	dev	^0.4.3
	2	balter-core	dev	^0.4.3
	2	izihawa-tantivy	dev	^0.4.3
		balter	dev	^0.4.3
	2	curve25519-elligator2	dev	^0.4.3
	11	gmt_dos-actors	dev	^0.4.3
		tinylfu-cached	dev	^0.4.3
	1	photondb	dev	^0.4
		desim	dev	^0.4
		ckmeans	dev	^0.4.3
	1	argmm	dev	^0.2.2
		kneed	dev	^0
		ungoliant	dev	^0.4.2
	2	asciimath-parser	dev	^0.4.3
	1	robust-geo	dev	^0.4.0
		ipc-communication	dev	^0.2.2
	1	lfa	dev	^0.2
		uncertain	dev	^0.4.0
		concrete-core-experimental	dev	^0.2.2
		cosmology	dev	^0.4.3
		compensated-summation	dev	^0.4.3
	3	fog-crypto	dev	^0.4
		plt	dev	^0.4
		dex-v4	dev	^0.4.0
		secure-reliable-transport	dev	^0.2
		forrustts	dev	^0.4.0
		azure_iot_sdk	dev	^0.4
		pareto_front	dev	^0.4.2
		sparse_linear_assignment	dev	^0.4
		darklua-demo	dev	^0.4.3
		queueue	dev	^0.2.2
	1	streamvbyte-sys	dev	^0.2
		bpht	dev	^0.2.2
		deep_thought	dev	^0.4
		plotchart	dev	^0.2.2
		rtplot	dev	^0.2.2
		mapo	dev	^0.4.3
		slam-viewer	dev	^0.2
		streamhist	dev	^0.4.0
		streamvbyte	dev	^0.2
		franka-interface	dev	^0.4.0
		plotters-unstable	dev	^0.2.2
		fast-kd	dev	^0.4
	1	hammer-and-sample	dev	^0.5
		hstats	dev	^0.4.3
		mlsub	dev	^0.3.0
		kalman-fusion	dev	^0.4.3
	1	paradedb-tantivy	dev	^0.4.3
		r-u-still-there	dev	^0.4.2
		rudolf	dev	^0.4.0
		samplr	dev	^0.4.2
	3	kaspa-consensus	dev	^0.4.3
		odem-rs	dev	^0.5
		ordbog	dev	^0.4.0
		pcw_regrs	dev	^0.4.3
	2	preexplorer	dev	^0.2
		whittaker-eilers	dev	^0.4.3
	1	zenu-macros	dev	^0.4.3
	1	zenu-optimizer	dev	^0.4.2
		compressed-intvec	dev	^0.5.0
	1	fenris-geometry	dev	^0.4.3
	5	lace_stats	dev	^0.4
		plotly-fork	dev	^0.4
	1	ebcandle-metal-kernels	dev	^0.4.3