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Awesome Machine Learning

A curated list of awesome Machine Learning frameworks, libraries and software.

josephmisiti/awesome-machine-learning
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74,245
README repos
881
Indexed repos
141
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Forks
15,637
Open issues
29

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Latest scan 2026-09-03 10:49

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10 repos matching these filters.

Package manager: maven
Latest repo push 2026-09-04

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ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

AI dev
Stack
Python Celery FastAPI pytest React Maven npm PEP 517
GitHub topics
#data-science #deep-learning #deployment #distributed #hyperparameter-optimization #hyperparameter-search
Updated
2026-08-03
Lists
5 list mentions
First commit
2016-02-07
License
Apache-2.0
Issues
3,492 open
Sign in to like ray-project/ray
43,414
stars
Forks
7,873
Commits
31,230 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Stack
C++ CMake Maven PEP 517
GitHub topics
#distributed-systems #gbdt #gbm #gbrt #machine-learning #xgboost
Updated
2026-07-31
Lists
4 list mentions
First commit
2014-02-06
License
Apache-2.0
Issues
418 open
Sign in to like dmlc/xgboost
28,620
stars
Forks
8,876
Commits
7,922 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
comet-ml/opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

AI dev
Stack
Python FastAPI Flask Jupyter LangChain Maven npm PEP 517
GitHub topics
#evaluation #hacktoberfest #hacktoberfest2025 #langchain #llama-index #llm
Updated
2026-08-11
Lists
10 list mentions
First commit
2024-09-02
License
Apache-2.0
Issues
184 open
Sign in to like comet-ml/opik
21,290
stars
Forks
1,698
Commits
6,688 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
deeplearning4j/deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

Stack
Java pytest CMake Maven npm
GitHub topics
#artificial-intelligence #clojure #deeplearning #deeplearning4j #dl4j #gpu
Updated
2026-08-06
Lists
2 list mentions
First commit
2019-06-06
License
Apache-2.0
Issues
53 open
Sign in to like deeplearning4j/deeplearning4j
14,242
stars
Forks
3,830
Commits
2,888 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Stack
C++ Cargo CMake Conan
GitHub topics
#big-data #catboost #categorical-features #coreml #cuda #data-mining
Updated
2026-08-01
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
717 open
Sign in to like catboost/catboost
9,051
stars
Forks
1,315
Commits
50,629 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Website GitHub
BIDData/BIDMach

CPU and GPU-accelerated Machine Learning Library

Stack
Scala Maven
Updated
2022-10-04
Lists
2 list mentions
First commit
2012-10-22
License
BSD-3-Clause
Issues
67 open
Sign in to like BIDData/BIDMach
920
stars
Forks
170
Commits
3,024 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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