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Deep Learning

937 projects

Showing 36 of 937 projects

GitHub repository
GitHub repositoryPython

A PyTorch library providing efficient, reusable components for deep learning with 3D data, including mesh operations and differentiable rendering.

#3d-computer-vision#research-library#deep-learning
Stars9.9k
Forks1.5k
Last commit
PyOD
PyODPython

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

#novelty detection#autoencoder#anomaly
Stars9.9k
Forks1.5k
Last commit4 days ago
PySyft
PySyftPython

A Python library for performing data science and machine learning on data without direct access, using remote datasites.

#federated-learning#hacktoberfest#python-library
Stars9.9k
Forks2.0k
Last commit22 hours ago
EspNet
EspNetPython

An end-to-end speech processing toolkit for speech recognition, text-to-speech, translation, enhancement, and more.

#chainer#end-to-end#deep-learning
Stars9.9k
Forks2.4k
Last commit4 days ago
tflearn
tflearnPython

A modular deep learning library providing a higher-level API for TensorFlow to speed up experimentation.

#neural-network#data-science#deep-learning
Stars9.6k
Forks2.4k
Last commit2 years ago
einops
einopsPython

A Python library for flexible and readable tensor operations across numpy, PyTorch, JAX, TensorFlow, and other frameworks.

#jax#python-library#einops
Stars9.6k
Forks400
Last commit19 days ago
Darts
DartsPython

A Python library for user-friendly forecasting and anomaly detection on time series, from ARIMA to deep neural networks.

#python-library#backtesting#data-science
Stars9.5k
Forks1.0k
Last commit3 days ago
Stock-Prediction-Models
Stock-Prediction-ModelsJupyter Notebook

A comprehensive collection of machine learning and deep learning models, trading agents, and simulations for stock market forecasting.

#trading-bot#stock-price-prediction#stock-prediction-models
Stars9.5k
Forks3.0k
Last commit
AutoKeras
AutoKerasPython

An AutoML library for deep learning that automates model selection and hyperparameter tuning using Keras and TensorFlow.

#hyperparameter-tuning#python-library#deep-learning
Stars9.3k
Forks1.4k
Last commit8 months ago
TensorFlow Tutorial 3
TensorFlow Tutorial 3Jupyter Notebook

A collection of beginner-friendly TensorFlow tutorials with accompanying YouTube videos covering deep learning fundamentals and advanced topics.

#google-colab#neural-network#educational
Stars9.3k
Forks4.1k
Last commit
hub
hubC++

Deep Lake is a multimodal data lake and vector store optimized for AI, enabling scalable data management, retrieval, and training for LLM and deep learning applications.

#ai#postgres#data-versioning
Stars9.2k
Forks721
Last commit2 months ago
pwnagotchi
pwnagotchiPython

An AI-powered WiFi security auditing tool that uses deep reinforcement learning to optimize capture of WPA handshakes.

#wifi-security#ai#wpa-psk
Stars9.1k
Forks1.2k
Last commit11 months ago
Torch7 Cheat sheet
Torch7 Cheat sheetC

A scientific computing framework with wide support for machine learning algorithms, built around multi-dimensional tensor operations.

#scientific-computing#parallel-computing#deep-learning
Stars9.1k
Forks2.3k
Last commit1 year ago
pyro
pyroPython

A flexible, scalable deep probabilistic programming library built on PyTorch for universal representation of computable probability distributions.

#probabilistic-modeling#variational-inference#python-library
Stars9.0k
Forks1.0k
Last commit
pyro
pyroPython

A flexible, scalable deep probabilistic programming library built on PyTorch for universal probabilistic modeling.

#probabilistic-modeling#variational-inference#python-library
Stars9.0k
Forks1.0k
Last commit14 days ago
cnn-explainer
cnn-explainerJavaScript

An interactive visualization system for learning how Convolutional Neural Networks work through hands-on exploration.

#web-based-learning#visual-analytics#deep-learning
Stars9.0k
Forks1.3k
Last commit2 years ago
BentoML
BentoMLPython

A Python library for building production-ready model inference APIs, job queues, and multi-model serving systems for AI applications.

#llm-serving#python-library#deep-learning
Stars8.7k
Forks991
Last commit4 days ago
Financial Machine Learning
Financial Machine LearningPython

A curated list of practical financial machine learning tools, applications, and research repositories.

#algorithmic-trading#finance#data-science
Stars8.7k
Forks1.4k
Last commit1 year ago
Effective Tensorflow
Effective Tensorflow

A comprehensive guide to TensorFlow 2.x covering fundamentals, best practices, and advanced topics for efficient machine learning development.

#gradient-descent#neural-network#deep-learning
Stars8.6k
Forks879
Last commit5 years ago
MONAI
MONAIPython

A PyTorch-based open-source framework for deep learning in healthcare imaging, providing domain-specific tools and workflows.

#model-training#medical-image-computing#deep-learning
Stars8.5k
Forks1.6k
Last commit2 days ago
deeplearn.js - Hardware-accelerated deep learning and linear algebra (NumPy) library for the web
deeplearn.js - Hardware-accelerated deep learning and linear algebra (NumPy) library for the webTypeScript

WebGL-accelerated machine learning library for JavaScript with linear algebra and automatic differentiation.

#browser-ml#neural-network#deep-learning
Stars8.4k
Forks929
Last commit
Caffe2 - A New Lightweight, Modular, and Scalable Deep Learning Framework
Caffe2 - A New Lightweight, Modular, and Scalable Deep Learning FrameworkShell

A lightweight, modular, and scalable deep learning framework built on the original Caffe.

#ai#ai-framework#deep-learning
Stars8.4k
Forks1.9k
Last commit
AlphaFold3
AlphaFold3Python

AlphaFold 3 is an AI model that predicts the 3D structures of proteins and their interactions with other biomolecules like DNA, RNA, and ligands.

#scientific-computing#biomolecular-modeling#deep-learning
Stars8.3k
Forks1.3k
Last commit
Reformer
ReformerPython

An end-to-end deep learning library focused on clear code and speed, used for research and production by Google Brain.

#transformer#model-training#jax
Stars8.3k
Forks820
Last commit10 months ago
Trax
TraxPython

An end-to-end deep learning library focused on clear code, speed, and research, built by Google Brain.

#transformer#model-training#jax
Stars8.3k
Forks820
Last commit10 months ago
tensorboard-pytorch
tensorboard-pytorchPython

A library that enables PyTorch, Chainer, MXNet, and NumPy users to write TensorBoard events with simple function calls.

#model-debugging#chainer#mxnet
Stars8.0k
Forks852
Last commit10 days ago
stanza
stanzaPython

A Python NLP library from Stanford for tokenization, sentence segmentation, NER, and dependency parsing across 60+ languages.

#biomedical-nlp#python-library#deep-learning
Stars7.9k
Forks947
Last commit21 hours ago
autograd
autogradPython

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

#scientific-computing#neural-network#numpy arrays
Stars7.5k
Forks936
Last commit3 days ago
h2o
h2oJupyter Notebook

An open-source, in-memory platform for distributed and scalable machine learning with support for a wide range of algorithms and big data technologies.

#h2o#ensemble-learning#random-forest
Stars7.5k
Forks2.0k
Last commit1 day ago
Awesome Object Detection
Awesome Object Detection

A curated list of papers, code, and resources for object detection algorithms in computer vision.

#object-localisation#research-papers#deep-learning
Stars7.5k
Forks1.9k
Last commit3 years 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
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
Stars7.3k
Forks826
Last commit1 day 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
Stars7.3k
Forks826
Last commit1 day 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 commit9 days ago
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