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Deep Learning

402 projects

Showing 36 of 402 projects

privacy-preserving ML
privacy-preserving ML

A curated list of awesome open-source libraries for deploying, monitoring, versioning, and scaling production machine learning systems.

#explainability#deep-learning#interpretability
Stars20.4k
Forks2.6k
Last commit2 days ago
ONNX runtime
ONNX runtimeC++

A cross-platform, high-performance accelerator for machine learning inference and training with ONNX models.

#ai-framework#performance-optimization#deep-learning
Stars19.9k
Forks3.8k
Last commit1 day ago
Magenta
MagentaPython

A research project exploring machine learning for generating music, images, and art using deep learning and reinforcement learning.

#art-generation#creative-ai#python-library
Stars19.8k
Forks3.8k
Last commit3 months ago
Stanford CS229: Machine Learning
Stanford CS229: Machine Learning

Comprehensive cheatsheets and refreshers covering all key concepts from Stanford's CS 229 Machine Learning course.

#stanford-cs229#cs229#data-science
Stars19.4k
Forks4.2k
Last commit6 years ago
TensorFlow.js gallery
TensorFlow.js galleryTypeScript

A hardware-accelerated JavaScript library for training and deploying machine learning models in browsers and Node.js.

#browser-ml#neural-network#web-assembly
Stars19.1k
Forks2.0k
Last commit8 days ago
TensorFlow.js
TensorFlow.jsTypeScript

A hardware-accelerated JavaScript library for training and deploying machine learning models in the browser and Node.js.

#browser-ml#neural-network#web-assembly
Stars19.1k
Forks2.0k
Last commit8 days ago
Awesome NLP
Awesome NLP

A curated list of resources dedicated to Natural Language Processing (NLP), including libraries, datasets, tutorials, and research.

#ai#nlp-resources#text-analysis
Stars18.4k
Forks2.8k
Last commit18 days ago
Machine-Learning-Tutorials
Machine-Learning-Tutorials

A curated collection of tutorials, articles, and resources for learning machine learning and deep learning topics.

#neural-network#educational-resources#data-science
Stars17.8k
Forks4.0k
Last commit1 year ago
awesome-Machine Learning & Deep Learning Tutorials
awesome-Machine Learning & Deep Learning Tutorials

A topic-wise curated list of machine learning and deep learning tutorials, articles, and resources for developers and data scientists.

#neural-network#educational-resources#data-science
Stars17.8k
Forks4.0k
Last commit1 year ago
torchvision
torchvisionPython

A PyTorch library providing datasets, model architectures, and image transformations for computer vision tasks.

#transfer-learning#image-augmentation#deep-learning
Stars17.6k
Forks7.2k
Last commit1 day ago
Neural Networks and Deep Learning
Neural Networks and Deep LearningPython

Code samples and implementations from the book 'Neural Networks and Deep Learning' for educational purposes.

#code-samples#deep-learning#python-2
Stars17.6k
Forks7.0k
Last commit
CNTK - Microsoft Cognitive Toolkit
CNTK - Microsoft Cognitive ToolkitC++

A unified deep learning toolkit for describing neural networks as computational graphs, supporting feed-forward DNNs, CNNs, and RNNs/LSTMs.

#cntk#cognitive-toolkit#cuda
Stars17.6k
Forks4.2k
Last commit3 years ago
TensorFlow
TensorFlow

A curated list of awesome TensorFlow experiments, libraries, projects, tutorials, and resources.

#developer-tools#research-papers#deep-learning
Stars17.6k
Forks3.0k
Last commit2 months ago
Awesome TensorFlow List
Awesome TensorFlow List

A curated list of awesome TensorFlow experiments, libraries, projects, tutorials, and resources.

#deep-learning#model-repository#neural-networks
Stars17.6k
Forks3.0k
Last commit2 months ago
AI/ML YouTube Courses
AI/ML YouTube Courses

A curated index of the latest and best machine learning and AI courses available on YouTube, organized by topic.

#ai#data-science#education
Stars17.2k
Forks2.1k
Last commit2 years ago
Lectures
Lectures

Lecture materials and slides for the University of Oxford's 2017 advanced course on Deep Natural Language Processing.

#academic-course#deep-learning#neural-networks
Stars15.9k
Forks3.6k
Last commit2 years ago
labelme
labelmePython

A graphical image annotation tool written in Python for computer vision tasks like segmentation and detection.

#dataset-creation#ai-assisted-labeling#qt
Stars15.8k
Forks3.7k
Last commit3 days ago
cvat
cvatPython

An industry-leading open-source data engine for interactive video and image annotation to power machine learning.

#labeling-tool#image-labeling#annotation
Stars15.7k
Forks3.7k
Last commit2 days ago
Face recognition with Google's FaceNet deep neural network.
Face recognition with Google's FaceNet deep neural network.Lua

A free and open-source face recognition library using deep neural networks for research and applications.

#python-library#real-time-demo#deep-learning
Stars15.4k
Forks3.6k
Last commit
albumentations - A fast and framework agnostic image augmentation library
albumentations - A fast and framework agnostic image augmentation libraryPython

A fast and flexible Python library for image augmentation in computer vision tasks like classification, segmentation, and object detection.

#fast-augmentations#python-library#image-augmentation
Stars15.3k
Forks1.7k
Last commit
MNN
MNNC++

A blazing-fast, lightweight deep learning inference engine from Alibaba, optimized for on-device LLMs and Edge AI.

#vulkan#winograd-algorithm#neural-network
Stars15.0k
Forks2.3k
Last commit3 days ago
burn
burnRust

A Rust-based deep learning framework and tensor library optimized for flexibility, efficiency, and cross-platform portability.

#scientific-computing#tensor-library#webassembly
Stars14.9k
Forks886
Last commit2 days ago
Adversarial Robustness
Adversarial RobustnessJupyter Notebook

A collection of implementations and illustrative code accompanying DeepMind's published research papers across AI and machine learning.

#scientific-computing#deep-learning#open-science
Stars14.9k
Forks2.9k
Last commit
Bootstrap Your Own Latent
Bootstrap Your Own LatentJupyter Notebook

A collection of implementations and illustrative code accompanying DeepMind's published research papers across AI and scientific domains.

#scientific-computing#deep-learning#open-science
Stars14.9k
Forks2.9k
Last commit
Brain.js
Brain.jsTypeScript

GPU-accelerated neural network library for JavaScript, running in browsers and Node.js.

#browser-ml#brain#ai
Stars14.9k
Forks1.1k
Last commit1 year ago
FinRL
FinRLJupyter Notebook

An open-source framework for applying deep reinforcement learning to quantitative finance, featuring a train-test-trade pipeline for stock and crypto trading.

#pythorch#backtesting#algorithmic-trading
Stars14.8k
Forks3.3k
Last commit19 days ago
TorToiSe
TorToiSeJupyter Notebook

A multi-voice text-to-speech system that produces highly realistic prosody and intonation using autoregressive and diffusion decoders.

#autoregressive-models#ai-voice#deep-learning
Stars14.8k
Forks2.0k
Last commit1 year ago
Official tfjs models on TensorFlow.js repo
Official tfjs models on TensorFlow.js repoTypeScript

A collection of pre-trained machine learning models ported to TensorFlow.js for use directly in the browser or Node.js.

#transfer-learning#deep-learning#natural-language-processing
Stars14.8k
Forks4.4k
Last commit
imgaug
imgaugPython

A Python library for augmenting images and associated data (heatmaps, keypoints, bounding boxes) for machine learning projects.

#python-library#training-data#affine-transformation
Stars14.7k
Forks2.5k
Last commit1 year ago
Vosk
VoskJupyter Notebook

Offline speech recognition toolkit supporting 20+ languages with small models and streaming API.

#ios#embedded-systems#speech-to-text-android
Stars14.6k
Forks1.7k
Last commit2 months ago
AlphaFold
AlphaFoldPython

Open source implementation of AlphaFold 2, a deep learning system for highly accurate protein structure prediction.

#deep-learning#neural-networks#protein-structure-prediction
Stars14.5k
Forks2.6k
Last commit2 days ago
DLIB
DLIBC++

A modern C++ toolkit for machine learning, computer vision, and data analysis applications.

#machine-learning-library#deep-learning#cmake
Stars14.4k
Forks3.5k
Last commit26 days ago
dgl
dglPython

A Python package for deep learning on graphs, framework-agnostic and optimized for performance and scalability.

#research-tool#graph-neural-networks#distributed-training
Stars14.3k
Forks3.1k
Last commit8 months ago
Deeplearning4j
Deeplearning4jJava

A comprehensive JVM-based deep learning ecosystem for building, training, and deploying models with support for model import and distributed training.

#distributed-training#intellij#spark-integration
Stars14.2k
Forks3.8k
Last commit
GitHub repository
GitHub repositoryC++

An open-source simulator built on Unreal Engine for developing, training, and validating autonomous driving systems.

#robotics#research-tool#autonomous-driving
Stars13.9k
Forks4.5k
Last commit3 days ago
Pandas Profiling
Pandas ProfilingPython

Generate comprehensive data quality profiles and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

#spark#python-library#pandas-profiling
Stars13.5k
Forks1.8k
Last commit2 days ago
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