neural-networks

There are 11927 repositories under neural-networks topic.

  • annotated_deep_learning_paper_implementations

    annotated_deep_learning_paper_implementations

    🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

    Language:Python63.2k
  • faceswap

    Deepfakes Software For All

    Language:Python54.5k
  • spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Language:Python32.5k
  • pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

    Language:Python31.7k
  • DeepSpeech

    DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

    Language:C++26.6k
  • Anime4K

    A High-Quality Real Time Upscaler for Anime Video

    Language:Jupyter Notebook20.1k
  • ml-agents

    ml-agents

    The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

    Language:C#18.6k
  • DeepFaceLab

    DeepFaceLab is the leading software for creating deepfakes.

    Language:Python18.6k
  • onnxruntime

    onnxruntime

    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

    Language:C++17.9k
  • Machine-Learning-Tutorials

    machine learning and deep learning tutorials, articles and other resources

  • numpy-ml

    Machine learning, in numpy

    Language:Python16.1k
  • NeMo

    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

    Language:Python15.7k
  • video2x

    A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

    Language:C++14.5k
  • mit-deep-learning-book-pdf

    MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

    Language:Java13.6k
  • fast-style-transfer

    TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

    Language:Python11k
  • MLAlgorithms

    Minimal and clean examples of machine learning algorithms implementations

    Language:Python10.9k
  • mit-deep-learning

    Tutorials, assignments, and competitions for MIT Deep Learning related courses.

    Language:Jupyter Notebook10.4k
  • 3D-Machine-Learning

    A resource repository for 3D machine learning

  • sonnet

    TensorFlow-based neural network library

    Language:Python9.9k
  • petals

    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

    Language:Python9.8k
  • pyod

    A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

    Language:Python9.5k
  • Keras-GAN

    Keras implementations of Generative Adversarial Networks.

    Language:Python9.2k
  • introtodeeplearning

    Lab Materials for MIT 6.S191: Introduction to Deep Learning

    Language:Jupyter Notebook8.1k
  • lab

    A customisable 3D platform for agent-based AI research

    Language:C7.3k
  • tensorpack

    A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

    Language:Python6.3k
  • chainer

    A flexible framework of neural networks for deep learning

    Language:Python5.9k
  • keras-rl

    Deep Reinforcement Learning for Keras.

    Language:Python5.6k
  • composer

    Supercharge Your Model Training

    Language:Python5.4k
  • graph_nets

    Build Graph Nets in Tensorflow

    Language:Python5.4k
  • datascience

    datascience

    This repository is a compilation of free resources for learning Data Science.

  • Augmentor

    Augmentor

    Image augmentation library in Python for machine learning.

    Language:Python5.1k
  • deep-reinforcement-learning

    Repo for the Deep Reinforcement Learning Nanodegree program

    Language:Jupyter Notebook5.1k
  • gluonts

    gluonts

    Probabilistic time series modeling in Python

    Language:Python5k
  • start-machine-learning

    A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

  • keras-js

    Run Keras models in the browser, with GPU support using WebGL

    Language:JavaScript5k
  • graph-based-deep-learning-literature

    links to conference publications in graph-based deep learning

    Language:Jupyter Notebook5k