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Machine Learning

670 projects

Showing 36 of 670 projects

autograd
autogradPython

Automatically differentiate native Python and NumPy code for gradient-based optimization and machine learning.

#scientific-computing#python-library#neural-networks
Stars7.5k
Forks939
Last commit4 days ago
evidently
evidentlyJupyter Notebook

An open-source Python framework to evaluate, test, and monitor ML and LLM systems with 100+ built-in metrics.

#html-report#hacktoberfest#python-library
Stars7.4k
Forks829
Last commit3 days ago
Policy Gradient
Policy GradientPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers, offering customizable neural layers.

#neural-network#a3c#high-performance
Stars7.4k
Forks1.6k
Last commit3 years ago
TensorLayer
TensorLayerPython

A TensorFlow-based deep learning and reinforcement learning library designed for researchers and engineers with customizable neural layers.

#neural-network#model-training#a3c
Stars7.4k
Forks1.6k
Last commit3 years ago
DeepMind Lab
DeepMind LabC

A customizable 3D platform based on Quake III for agent-based AI and deep reinforcement learning research.

#3d-environment#simulation#lua-scripting
Stars7.4k
Forks1.4k
Last commit3 years ago
Data Scientist Roadmap
Data Scientist RoadmapJupyter Notebook

A curated collection of tutorials and resources following the data scientist roadmap for learning essential data science skills.

#roadmap#educational-resources#data-science
Stars7.4k
Forks1.9k
Last commit
Alluxio
AlluxioJava

A distributed caching platform that bridges computation frameworks and storage systems for large-scale analytics and ML workloads.

#data-orchestration#spark#memory-speed
Stars7.2k
Forks2.9k
Last commit1 year ago
Flax NNX
Flax NNXJupyter Notebook

A neural network library for JAX designed for flexibility, enabling researchers to experiment with new training forms by modifying training loops.

#model-training#jax#flexible-api
Stars7.2k
Forks798
Last commit15 hours ago
Flax
FlaxJupyter Notebook

A neural network library for JAX designed for flexibility, enabling researchers to experiment with new training forms by modifying training loops.

#model-training#jax#flexible-api
Stars7.2k
Forks798
Last commit15 hours ago
TensorBoard
TensorBoardTypeScript

A suite of web applications for inspecting and understanding TensorFlow runs and graphs.

#debugging-tools#training-monitoring#deep-learning
Stars7.2k
Forks1.7k
Last commit2 days ago
rig
rigRust

A Rust library for building scalable, modular, and ergonomic LLM-powered applications.

#ai#embedding#agentic-workflows
Stars7.0k
Forks778
Last commit1 day ago
CocoIndex
CocoIndexPython

An ultra-performant data transformation framework for AI, with incremental processing and data lineage built-in.

#data-indexing#semantic-search#data-lineage
Stars7.0k
Forks504
Last commit2 days ago
CoreML-Models
CoreML-ModelsPython

A curated collection of machine learning models in Core ML format for iOS, macOS, tvOS, and watchOS developers.

#apple#coremltools#ios
Stars7.0k
Forks505
Last commit10 months ago
Core ML Models
Core ML ModelsPython

A curated collection of machine learning models in Core ML format for iOS, macOS, tvOS, and watchOS developers.

#apple#coremltools#coreml-model
Stars7.0k
Forks505
Last commit10 months ago
Serpent.AI - Game agent framework: Use any video game as a deep learning sandbox
Serpent.AI - Game agent framework: Use any video game as a deep learning sandboxPython

A Python framework for creating AI agents that learn to play any video game you own.

#game-ai#sandbox-environment#game-bots
Stars7.0k
Forks801
Last commit
Feast - A Feature Store for ML for GCP by Gojek/Google
Feast - A Feature Store for ML for GCP by Gojek/GooglePython

An open-source feature store for managing and serving machine learning features for training and online inference.

#features#batch-processing#data-science
Stars7.0k
Forks1.3k
Last commit
Synaptic.js
Synaptic.jsJavaScript

An architecture-free neural network library for Node.js and the browser, supporting various network types.

#ai#neural-network#nodejs
Stars6.9k
Forks659
Last commit5 years ago
InterpretML
InterpretMLC++

An open-source Python package for training interpretable glassbox models and explaining blackbox machine learning systems.

#shap#model-debugging#xai
Stars6.8k
Forks784
Last commit2 days ago
Official tfjs examples repo
Official tfjs examples repoJavaScript

A curated collection of standalone examples demonstrating machine learning tasks with TensorFlow.js in browsers and Node.js.

#model-training#educational#deep-learning
Stars6.8k
Forks2.4k
Last commit10 days ago
Surprise
SurprisePython

A Python scikit for building and analyzing recommender systems that handle explicit rating data.

#rating-prediction#scikit#recommender
Stars6.8k
Forks1.1k
Last commit9 months ago
The Quick, Draw! Dataset
The Quick, Draw! Dataset

A public dataset of 50 million vector drawings across 345 categories, captured from the Quick, Draw! game.

#creative-ai#sketch-recognition#vector-drawings
Stars6.7k
Forks1.1k
Last commit1 year ago
pkuseg-python
pkuseg-pythonPython

A multi-domain Chinese word segmentation toolkit offering higher accuracy and domain-specific models.

#part-of-speech-tagging#computational-linguistics#python-library
Stars6.7k
Forks985
Last commit3 years ago
DeepChem
DeepChemPython

An open-source Python library for applying deep learning to drug discovery, materials science, quantum chemistry, and biology.

#hacktoberfest#scientific-computing#cheminformatics
Stars6.7k
Forks2.2k
Last commit1 month ago
Dr. Randal Olson's Example Machine Learning notebook
Dr. Randal Olson's Example Machine Learning notebookJupyter Notebook

A collection of teaching materials, code, and data for data analysis and machine learning projects with accompanying blog posts.

#ipython-notebook#data-science#python
Stars6.7k
Forks2.1k
Last commit
ClearML
ClearMLPython

An open-source MLOps/LLMOps suite for experiment management, data management, pipelines, orchestration, scheduling, and model serving.

#experiment-manager#ai#version-control
Stars6.6k
Forks771
Last commit20 hours ago
ml5
ml5JavaScript

A friendly JavaScript library that makes machine learning accessible in the browser for artists, creative coders, and students.

#browser-ml#neural-network#education
Stars6.6k
Forks901
Last commit1 year ago
Awesome Machine Learning On Source Code
Awesome Machine Learning On Source Code

A curated list of research papers, datasets, and software projects for machine learning applied to source code (MLonCode).

#research-papers#code-embeddings#mloncode
Stars6.6k
Forks837
Last commit5 years ago
Posts
PostsR

A curated list of awesome R packages, frameworks, and software for data science and statistical computing.

#finance-analysis#data-science#r packages
Stars6.4k
Forks1.5k
Last commit7 months ago
R
RR

A curated list of awesome R packages, frameworks, and software for data science and statistical computing.

#data-science#r packages#web-technologies
Stars6.4k
Forks1.5k
Last commit7 months ago
wav2letter
wav2letterC++

A high-performance automatic speech recognition toolkit from Facebook AI Research, built with fully convolutional neural networks.

#end-to-end#deep-learning#automatic-speech-recognition
Stars6.4k
Forks994
Last commit3 months ago
Pixie
PixieC++

An open-source observability tool for Kubernetes applications that automatically collects telemetry using eBPF and provides in-cluster edge compute.

#cncf-sandbox#kubernetes-observability#infrastructure-monitoring
Stars6.4k
Forks495
Last commit10 hours ago
pixie
pixieC++

An open-source observability tool for Kubernetes applications that automatically collects telemetry using eBPF.

#kubernetes-observability#telemetry#cncf
Stars6.4k
Forks495
Last commit10 hours ago
deap
deapPython

A Python framework for rapid prototyping and testing of evolutionary algorithms, including genetic algorithms, genetic programming, and evolution strategies.

#parallel-computing#genetic-algorithms#cma-es
Stars6.4k
Forks1.2k
Last commit7 days ago
deap
deapPython

A Python framework for rapid prototyping and testing of evolutionary algorithms, including genetic algorithms, genetic programming, and evolution strategies.

#parallel-computing#genetic-algorithms#cma-es
Stars6.4k
Forks1.2k
Last commit7 days ago
Smile
SmileJava

A fast and comprehensive machine learning framework for Java, Scala, and Kotlin with state-of-the-art algorithms and data visualization.

#deep-learning#interpolation#classification
Stars6.4k
Forks1.1k
Last commit6 hours ago
Udacity's Self Driving Car Engineer Course
Udacity's Self Driving Car Engineer CourseJupyter Notebook

An open-source project for developing autonomous vehicle software with datasets, models, and ROS components.

#lidar#sensor-fusion#open-hardware
Stars6.3k
Forks2.1k
Last commit
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