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Deep Learning

402 projects

Showing 36 of 415 projects

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
Stars9.3k
Forks1.0k
Last commit11 hours 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
Stars9.3k
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 commit5 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
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
Forks2.4k
Last commit1 year ago
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
Stars9.1k
Forks710
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
Stars9.0k
Forks1.2k
Last commit8 months ago
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 commit9 months 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
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
Stars8.9k
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
Stars8.6k
Forks950
Last commit9 days 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
Forks885
Last commit5 years 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
Stars8.5k
Forks1.4k
Last commit1 year 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
Stars8.5k
Forks934
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
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
Forks830
Last commit7 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
Forks830
Last commit7 months 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
Stars8.1k
Forks1.5k
Last commit3 days 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
Forks854
Last commit15 days ago
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
Stars7.9k
Forks1.2k
Last commit
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
Stars7.8k
Forks943
Last commit50 minutes 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
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 commit2 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
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
Forks799
Last commit2 days 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
Forks799
Last commit2 days 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
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
DeepPavlov
DeepPavlovPython

An open-source NLP framework for building and deploying deep learning dialog systems and chatbots with PyTorch and transformers.

#chitchat#deep-learning#nlp-framework
Stars7.0k
Forks1.2k
Last commit8 months 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 commit9 days ago
Awesome Neural Radiance Fields
Awesome Neural Radiance FieldsTeX

A curated list of awesome neural radiance fields (NeRF) papers, implementations, and resources.

#novel-view-synthesis#nerf#research-papers
Stars6.8k
Forks599
Last commit1 year 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
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 commit15 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
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