Machine Learning

> Machine Learning frameworks, libraries and software.

## about
2

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

+261167.9k
3

Production-grade C++ edge AI engine for video analytics and on-device VLM across Sophon, Rockchip RKNN, and x86, with visual orchestration, real-time OSD, events, and reproducible benchmarks.

+2541.9k
4

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.

+22726.2k
5

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

+21162.7k
6
comet-ml avatar
opikDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
+20522.8k
7
comet-ml avatar
comet-llmDebug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
+20522.8k
8
pytorch avatar
pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration
+163104.9k
9
ml-explore avatar
mlxMLX: An array framework for Apple silicon
+10428.9k
10
apache avatar
incubator-supersetApache Superset is a Data Visualization and Data Exploration Platform
+9775.2k
11
streamlit avatar
streamlitStreamlit — A faster way to build and share data apps.
+8446.1k
12
opencv avatar
opencvOpen Source Computer Vision Library
+7691.2k
13
gradio-app avatar
gradioBuild and share delightful machine learning apps, all in Python. Star to support our work!
+7243.8k
14
ray-project avatar
rayRay is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
+6744.1k
ALL REPOS488 of 488 repos
45 of 45 categories
▼ CATEGORIESall selected
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repostars7d
tensorflow
PythonPython
201.2k+294
transformers
PythonPython
167.9k+261
1.9k+254
26.2k+227
62.7k+211
opik
PythonPython
22.8k+205
comet-llm
PythonPython
22.8k+205
pytorch
PythonPython
104.9k+163
mlx
PythonPython
28.9k+104
incubator-superset
PythonPython
75.2k+97
streamlit
PythonPython
46.1k+84
opencv
OpenSource-Computer-Vision
91.2k+76
gradio
PythonPython
43.8k+72
ray
PythonPython
44.1k+67
jax
PythonPython
36.5k+59
spark
JavaJava
44.2k+58
haystack
PythonPython
26.8k+54
9.3k+49
Gymnasium
PythonPython
12.7k+41
detectron2
PythonPython
34.9k+38
candle
RustRust
21.2k+36
xgboost
C++Python+2
28.9k+35
ML-From-Scratch
PythonPython
33.0k+34
deepface
PythonPython
23.6k+33
optuna
PythonPython
14.9k+32
LightGBM
C++C++
18.9k+27
burn
RustRust
16.1k+27
netron
JavaScriptJavaScript
33.6k+26
13.9k+25
face_recognition
PythonPython
56.8k+23
nobodywho
Python
1.6k+23
spaCy
PythonPython
34.0k+22
pyod
PythonPython
10.1k+20
37.2k+19
tokenizers
RustRust
11.2k+19
pydata-book
PythonPython
25.0k+18
pytorch-lightning
PythonPython
31.4k+17
18.0k+17
dvc
ToolsTools
15.9k+17
autogluon
PythonPython
10.8k+17
sympy
PythonPython
15.0k+16
catboost
C++R+4
9.2k+15
evidently
PythonPython
8.0k+15
shimmy
Rust
6.0k+15
24.8k+14
vosk-api
C++C++
15.2k+14
mindsdb
PythonPython
39.8k+13
openpose
PythonC+++2
34.5k+13
29.4k+13
txtai
ToolsTools
13.0k+13
11.8k+13
bentoml
PythonPython
8.9k+13
2.0k+13
dash
PythonPython
24.5k+12
pytorch_geometric
PythonPython
24.1k+12
12.1k+12
pymc
PythonPython
9.8k+12
CompreFace
PythonPython
8.4k+12
2.6k+12
kaldi
C++C++
15.5k+11
cleanlab
PythonPython
11.7k+11
10.3k+11
feast
C++C++
7.3k+11
Recommenders
PythonPython
22.0k+10
statsmodels
PythonPython
11.7k+10
kedro
ToolsTools
11.0k+10
jieba
PythonPython
35.2k+9
espnet
PythonPython
10.0k+9
scikit-image
PythonPython
6.6k+9
caffe
C++C+++4
34.6k+8
interpret
Python
7.0k+8
river
PythonPython
6.1k+8
pybroker
PythonPython
3.6k+8
einops
PythonPython
9.6k+7
shapash
PythonPython
3.3k+7
hamilton
ToolsTools
2.6k+7
lightly-train
PythonPython
1.7k+7
rasa
PythonPython
21.4k+6
hadoop
JavaJava
15.7k+6
sktime
PythonPython
10.1k+6
Hub
PythonPython
9.3k+6
8.2k+6
clearml
Python
6.9k+6
3.0k+6
fastai
PythonPython
28.2k+5
compromise
JavaScriptJavaScript
12.2k+5
PySyft
PythonPython
10.0k+5
gocv
GoGo
7.5k+5
5.9k+5
pgmpy
PythonPython
3.4k+5
ViZDoom
PythonPython
2.1k+5
metaworld
PythonPython
1.9k+5
nilearn
PythonPython
1.4k+5
annoy
PythonPython
14.3k+4
scikit-opt
PythonPython
6.7k+4
aim
PythonPython
6.3k+4
stdlib
JavaScriptJavaScript
6.0k+4
mmlspark
PythonScala+2
5.2k+4
oneDNN
C++C++
4.1k+4
2.6k+4
DataFrames.jl
JuliaJulia
1.8k+4
545+4
14.3k+3
lime
PythonPython
12.2k+3
altair
PythonPython
10.5k+3
ccv
CC++
7.2k+3
DeepPavlov
PythonPython
7.0k+3
SerpentAI
PythonPython
7.0k+3
deap
PythonPython
6.5k+3
deepchecks
PythonPython
4.1k+3
lifelines
PythonPython
2.6k+3
retinaface
PythonPython
2.1k+3
1.9k+3
brainstorm
PythonPython
1.3k+3
cornac
PythonPython
1.1k+3
rl-tools
C++C++
1.0k+3
985+3
smartcore
RustRust
967+3
pytorch-frame
PythonPython
803+3
datacompy
PythonPython
663+3
283+3
bokeh
PythonPython
20.5k+2
zipline
PythonPython
20.2k+2
tpot
PythonPython
10.1k+2
9.4k+2
9.4k+2
h2o-3
JavaJava
7.5k+2
lab
PythonPython
7.4k+2
6.4k+2
neuraltalk
PythonPython
5.5k+2
aerosolve
JavaJava
4.8k+2
DrQA
PythonPython
4.5k+2
pyqtgraph
PythonPython
4.4k+2
sacred
ToolsTools
4.4k+2
warp-ctc
C++C++
4.1k+2
3.8k+2
polyaxon
C++C++
3.7k+2
DI-engine
PythonPython
3.6k+2
vispy
PythonPython
3.6k+2
ml-workspace
ToolsTools
3.5k+2
dynet
C++C++
3.4k+2
mljar-supervised
PythonPython
3.3k+2
keras-tuner
PythonPython
2.9k+2
jellyfish
PythonPython
2.2k+2
MLJ.jl
JuliaJulia
1.9k+2
skrub
PythonPython
1.7k+2
thundersvm
C++C+++2
1.6k+2
scikit-survival
PythonPython
1.3k+2
cltk
PythonPython
925+2
eaopt
GoGo
906+2
XAD
C++C++
434+2
322+2
keras
PythonPython
64.4k+1
28.2k+1
gensim
PythonPython
16.5k+1
numpy-ml
PythonPython
16.3k+1
predictionio
ScalaScala
12.5k+1
turicreate
PythonPython
11.2k+1
natural
JavaScriptJavaScript
10.9k+1
tflearn
PythonPython
9.6k+1
8.7k+1
brain
JavaScriptJavaScript
8.0k+1
pandas-cookbook
PythonPython
7.1k+1
synaptic
JavaScriptJavaScript
6.9k+1
pkuseg-python
PythonPython
6.7k+1
snownlp
PythonPython
6.6k+1
pytesseract
PythonPython
6.4k+1
skorch
PythonPython
6.2k+1
neuraltalk2
PythonPython
5.6k+1
tch-rs
RustRust
5.5k+1
mlxtend
PythonPython
5.2k+1
4.9k+1
djl
JavaJava
4.9k+1
linfa
RustRust
4.8k+1
infinity
ToolsTools
4.7k+1
dedupe
PythonPython
4.5k+1
4.4k+1
spark-nlp
ScalaScala
4.2k+1
lightly
PythonPython
3.8k+1
tensorwatch
PythonPython
3.5k+1
breeze
ScalaScala
3.5k+1
gota
GoGo
3.3k+1
igel
PythonPython
3.1k+1
twitter-text
JavaScriptJavaScript
3.1k+1
xlearn
C++Python+2
3.1k+1
rust-bert
RustRust
3.1k+1
stellargraph
PythonPython
3.1k+1
scikit-plot
PythonPython
2.4k+1
retext
JavaScriptJavaScript
2.4k+1
modAL
PythonPython
2.4k+1
mahout
JavaJava
2.3k+1
algebird
ScalaScala
2.3k+1
feature_engine
PythonPython
2.3k+1
svgo
GoGo
2.3k+1
roboschool
PythonPython
2.2k+1
webdnn
JavaScriptJavaScript
2.0k+1
dfdx
RustRust
1.9k+1
Gadfly.jl
JuliaJulia
1.9k+1
Bender
SwiftSwift
1.8k+1
NeuroNER
PythonPython
1.7k+1
goml
GoGo
1.6k+1
skforecast
PythonPython
1.5k+1
GeneticSharp
.NET.NET
1.4k+1
SLM-Lab
PythonPython
1.4k+1
tdb
PythonPython
1.4k+1
xcessiv
PythonPython
1.3k+1
dtaidistance
PythonPython
1.2k+1
libpython-clj
ClojureClojure
1.2k+1
1.2k+1
998+1
simpleai
PythonPython
997+1
970+1
rumale
RubyRuby
919+1
900+1
clojupyter
ClojureClojure
869+1
FEDOT
PythonPython
712+1
rustlearn
RustRust
647+1
layer
ToolsTools
561+1
Pavlov.js
JavaScriptJavaScript
497+1
leaves
GoGo
486+1
469+1
MixedModels.jl
JuliaJulia
454+1
delta
RustRust
414+1
388+1
TimeSeries.jl
JuliaJulia
370+1
325+1
Parris
PythonPython
316+1
XGBoost.jl
JuliaJulia
310+1
flama
PythonPython
304+1
tonic
PythonPython
297+1
handson-ml
PythonPython
25.6k
brain.js
JavaScriptJavaScript
14.9k
Theano
PythonPython
10.0k
vaex
PythonPython
8.5k
ml5-library
JavaScriptJavaScript
6.6k
nupic
PythonPython
6.3k
PRMLT
MatlabMatlab
6.2k
chainer
PythonPython
5.9k
leaf
RustRust
5.5k
Knwl.js
JavaScriptJavaScript
5.2k
4.2k
DIGITS
PythonPython
4.2k
Lasagne
PythonPython
3.9k
bqplot
PythonPython
3.7k
ggpy
PythonPython
3.7k
retro
PythonPython
3.6k
pomegranate
PythonPython
3.5k
simple-statistics
JavaScriptJavaScript
3.5k
scalding
ScalaScala
3.5k
catalyst
PythonPython
3.4k
determined
PythonPython
3.2k
blaze
PythonPython
3.2k
shogun
PythonPython+2
3.1k
m2cgen
ToolsTools
3.0k
3.0k
MITIE
C++C++
3.0k
2.9k
pybrain
PythonPython
2.9k
pylearn2
PythonPython
2.8k
mars
PythonPython
2.7k
ml
JavaScriptJavaScript
2.7k
2.6k
vdp
ToolsTools
2.3k
karateclub
PythonPython
2.3k
textacy
PythonPython
2.2k
garage
PythonPython
2.1k
summingbird
ScalaScala
2.1k
onyx
JavaJava
2.0k
geo
GoGo
1.9k
spago
GoGo
1.9k
oryx
JavaJava
1.8k
1.8k
ThinkBayes
PythonPython
1.7k
auto_ml
JavaScriptPython+2
1.7k
hyperopt-sklearn
PythonPython
1.6k
HLearn
HaskellHaskell
1.6k
emcee
PythonPython
1.6k
globe
GoGo
1.6k
KotlinDL
Kotlin
1.6k
Spearmint
PythonPython
1.6k
pycm
PythonPython
1.5k
libfm
C++C++
1.5k
python-recsys
PythonPython
1.5k
Knet.jl
JuliaJulia
1.4k
metric-learn
PythonPython
1.4k
d3py
PythonPython
1.4k
jieba-php
Natural Language Processing
1.4k
deeppy
PythonPython
1.4k
treat
RubyRuby
1.4k
nn
LuaLua
1.4k
1.4k
1.3k
hopsworks
C++C++
1.3k
1.3k
mining
PythonPython
1.3k
Mocha.jl
JuliaJulia
1.3k
cortex
ClojureClojure
1.3k
quepy
PythonPython
1.3k
1.3k
crab
PythonPython
1.2k
hebel
PythonPython
1.2k
sylvester
JavaScriptJavaScript
1.2k
systemml
JavaJava
1.1k
1.1k
adam
ScalaScala
1.1k
agentic-radar
ToolsTools
1.1k
kartograph.py
PythonPython
995
torchnet
LuaLua
988
sparkling-water
ScalaScala
982
regression-js
JavaScriptJavaScript
950
couler
PythonPython
943
rnn
LuaLua
939
BIDMach
ScalaScala
918
MLPNeuralNet
Objective CGeneral-Purpose Machine Learning
898
science.js
JavaScriptJavaScript
896
mlens
PythonPython
866
oz
ClojureClojure
834
AIToolbox
SwiftSwift
809
scikit-multiflow
PythonPython
799
chemicalx
PythonPython
786
chaos_genius
ToolsTools
778
bowtie
PythonPython
764
tech.ml.dataset
ClojureClojure
763
clojure-opennlp
ClojureClojure
757
figaro
ScalaScala
757
754
748
mlem
ToolsTools
719
meta
C++C++
719
716
dnngraph
HaskellHaskell
711
suiron
PythonPython
710
rep
PythonPython
699
bigartm
PythonPython
674
LightGraphs.jl
JuliaJulia
665
lucent
PythonPython
665
655
oneDAL
C++C++
653
mgl
Common Lisp
652
dora
PythonPython
648
GLM.jl
JuliaJulia
638
opytimizer
PythonPython
631
628
detecto
PythonPython
624
PyGrid
PythonPython
613
Neuraxle
PythonPython
612
609
609
OverFeat
LuaLua
603
milk
PythonPython
599
588
swix
SwiftSwift
586
pyhsmm
PythonPython
579
notebooks
PythonPython
576
569
PigPen
ClojureClojure
566
skll
PythonPython
561
ScikitLearn.jl
JuliaJulia
560
factorie
ScalaScala
551
SOMPY
PythonPython
550
Images.jl
JuliaJulia
550
Auto_ViML
PythonPython
548
ggfortify
PythonPython
541
machinelearnjs
JavaScriptJavaScript
540
sklearn-bayes
PythonPython
521
aqueduct
ToolsTools
518
lightwood
PythonPython
511
508
dl-translate
PythonPython
502
kaggle-galaxies
PythonPython
500
495
chefboost
PythonPython
488
cogcomp-nlp
JavaJava
479
477
TResNet
PythonPython
476
476
pynlpl
PythonPython
475
Distances.jl
JuliaJulia
474
Fido
C++C++
464
dn2a.js
JavaScriptJavaScript
462
sequitur
PythonPython
456
vigra
PythonPython+2
443
431
431
DSP.jl
JuliaJulia
425
pastalog
PythonPython
420
hanami
ClojureClojure
410
glot
GoGo
405
395
390
featureforge
PythonPython
389
brushfire
ScalaScala
389
TextAnalysis.jl
JuliaJulia
385
LambdaNet
HaskellHaskell
383
bioruby
RubyRuby
382
rgf
PythonPython
382
379
BrainCore
SwiftSwift
379
Clustering.jl
JuliaJulia
378
goro
GoGo
373
kixi.stats
ClojureClojure
371
tablecloth
ClojureClojure
369
sparklingpandas
PythonPython
361
gonn
GoGo
360
Conjecture
ScalaScala
358
upgini
PythonPython
358
gold
GoGo
352
pyss3
PythonPython
351
delight
ClojureClojure
344
Clojush
ClojureClojure
341
Swift-Brain
SwiftSwift
340
cutorch
LuaLua
340
RustNN
RustRust
340
dp
LuaLua
339
D3xter
JavaScriptJavaScript
335
rsruby
RubyRuby
333
331
mist
JavaPython+4
325
320
htm.java
JavaJava
318
Pyevolve
PythonPython
317
311
paramonte
C++Matlab+4
307
307
node-svm
JavaScriptJavaScript
301
nngraph
LuaLua
299
geni
ClojureClojure
296
maze
PythonPython
294
294
lda
JavaScriptJavaScript
293
joliGEN
PythonPython
290
flare
ClojureClojure
288
tensorflow-ocaml
General-Purpose Machine Learning
288
fastmath
ClojureClojure
287
datakit
JavaScriptJavaScript
286
fuku-ml
PythonPython
284
rb-libsvm
RubyRuby
279
somoclu
PythonPython
278
rexmex
PythonPython
277
neuraln
JavaScriptJavaScript
274
arel
RubyRuby
271
evostra
PythonPython
271
BIDMat
ScalaScala
269
268
265
chalk
ScalaScala
261
frouros
PythonPython
260
Mamba.jl
JuliaJulia
260
machine-learning
PythonPython
258
249
Detectron
PythonPython
26.3k-1
albumentations
PythonPython
15.3k-1
pycaret
C++C++
9.9k-1
cortex
PythonPython
8.0k-1
7.7k-1
keras-js
JavaScriptJavaScript
5.0k-1
imutils
PythonPython
4.6k-1
4.5k-1
cml
ToolsTools
4.2k-1
snips-nlu
PythonPython
4.0k-1
neon
PythonPython
3.9k-1
3.7k-1
pipcook
JavaScriptJavaScript
2.6k-1
polyglot
PythonPython
2.4k-1
PCV
PythonPython
2.0k-1
AutoViz
PythonPython
1.9k-1
disco
Erlang
1.6k-1
1.3k-1
gan
PythonPython
961-1
936-1
grt
C++C++
894-1
815-1
classifier
RubyRuby
741-1
littleballoffur
PythonPython
713-1
ThinkOS
PythonPython
572-1
473-1
deep-diamond
ClojureClojure
467-1
incubator-mxnet
MatlabMatlab+10
20.8k-2
fuzzywuzzy
PythonPython
9.2k-2
nlp.js
JavaScriptJavaScript
6.6k-2
swift
SwiftSwift
6.1k-2
Swift-AI
SwiftSwift
6.0k-2
neural-style-pt
PythonPython
855-2
26.5k-3
CNTK
C++Python+2
17.6k-3
556-3
pattern
PythonPython
8.9k-4
ColossalAI
PythonPython
41.4k-5