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Awesome

An open API service indexing awesome lists of open source software.

Neural Network

Artificial neural networks (ANN) are computational systems that “learn” to perform tasks by considering examples, generally without being programmed with any task-specific rules.

https://github.com/b4rtaz/distributed-llama

Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.

distributed-computing distributed-llm llama2 llama3 llm llm-inference llms neural-network open-llm

Last synced: 13 Apr 2025

https://github.com/rguthrie3/deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 08 Apr 2025

https://github.com/rguthrie3/DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 01 Apr 2025

https://github.com/jakeret/tf_unet

Generic U-Net Tensorflow implementation for image segmentation

deep-learning image-segmentation neural-network tensorflow

Last synced: 14 Apr 2025

https://github.com/intel/intel-extension-for-pytorch

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

deep-learning intel machine-learning neural-network pytorch quantization

Last synced: 23 Apr 2025

https://github.com/google/nerfies

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

3d machine-learning nerf neural-network neural-rendering

Last synced: 07 Apr 2025

https://github.com/neonwatty/machine_learning_refined

Notes, Python demos / notebooks, and free chapters for the 2nd edition of the university textbook "Machine Learning Refined".

artificial-intelligence autograd collab data-science deep-learning genai jax jupyter-notebook lecture-notes machine-learning machine-learning-algorithms mathematical-optimization neural-network numpy python slides

Last synced: 12 Dec 2024

https://github.com/tensorflow/addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

deep-learning machine-learning neural-network python tensorflow tensorflow-addons

Last synced: 10 Apr 2025

https://github.com/pytorch/tnt

A lightweight library for PyTorch training tools and utilities

deep-learning machine-learning neural-network python pytorch reinforcement-learning

Last synced: 23 Apr 2025

https://github.com/vahidk/effectivepytorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 08 Apr 2025

https://github.com/vahidk/EffectivePyTorch

PyTorch tutorials and best practices.

deep-learning ebook machine-learning neural-network pytorch

Last synced: 17 Mar 2025

https://github.com/openppl/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

caffe cuda deep-learning neural-network onnx open-source pytorch quantization

Last synced: 14 Apr 2025

https://github.com/victordibia/handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

computer-vision detector hand-detection hand-detector neural-network ssd tensorflow

Last synced: 08 Apr 2025

https://github.com/OpenPPL/ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

caffe cuda deep-learning neural-network onnx open-source pytorch quantization

Last synced: 20 Mar 2025

https://github.com/libfann/fann

Official github repository for Fast Artificial Neural Network Library (FANN)

c fann library neural-network

Last synced: 14 Apr 2025

https://github.com/mbadry1/cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

cs231n deep-learning neural-network notes

Last synced: 08 Apr 2025

https://github.com/stevenmiller888/mind

A neural network library built in JavaScript

mind neural-network prediction

Last synced: 14 Apr 2025

https://github.com/pkmital/cadl

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

deep-learning dockerfile jupyter-notebook machine-learning mooc neural-network tensorflow tutorial workshop

Last synced: 07 Apr 2025

https://github.com/chainer/chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

chainer chainercv computer-vision cupy deep-learning neural-network python

Last synced: 18 Jan 2025

https://github.com/pkmital/CADL

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

deep-learning dockerfile jupyter-notebook machine-learning mooc neural-network tensorflow tutorial workshop

Last synced: 12 Nov 2024

https://github.com/acids-ircam/rave

Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

ai audio deep-learning generative-model neural-network

Last synced: 11 Apr 2025

https://github.com/diffeqml/torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

control-theory deep-equilibrium-models deep-learning dynamical-systems implicit-models neural-differential-equations neural-network neural-ode numerical-methods pytorch

Last synced: 07 Apr 2025

https://github.com/m2dsupsdlclass/lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

deep-learning jupyter-notebook lecture neural-network python slide

Last synced: 11 Apr 2025

https://github.com/mit-han-lab/torchquantum

A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.

deep-learning machine-learning ml-for-systems neural-network parameterized-quantum-circuit pytorch pytorch-quantum quantum quantum-computing quantum-machine-learning quantum-neural-network quantum-simulation system

Last synced: 10 Apr 2025

https://github.com/godweiyang/nn-cuda-example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

cpp cuda neural-network python pytorch tensorflow

Last synced: 12 Apr 2025

https://m2dsupsdlclass.github.io/lectures-labs/

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

deep-learning jupyter-notebook lecture neural-network python slide

Last synced: 13 Nov 2024

https://github.com/godweiyang/NN-CUDA-Example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

cpp cuda neural-network python pytorch tensorflow

Last synced: 20 Mar 2025

https://github.com/DiffEqML/torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

control-theory deep-equilibrium-models deep-learning dynamical-systems implicit-models neural-differential-equations neural-network neural-ode numerical-methods pytorch

Last synced: 27 Mar 2025

https://github.com/skalskip/ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-vision deep-learning deep-learning-tutorial neural-network numpy visualizations

Last synced: 08 Apr 2025

https://github.com/bat67/pytorch-tutorials-examples-and-books

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning learning-pytorch library machine-learning neural-network numpy python python3 pytorch pytorch-ppt pytorch-tutorials slide

Last synced: 12 Apr 2025

https://github.com/SkalskiP/ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

computer-vision deep-learning deep-learning-tutorial neural-network numpy visualizations

Last synced: 12 Nov 2024

https://github.com/acids-ircam/RAVE

Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

ai audio deep-learning generative-model neural-network

Last synced: 22 Nov 2024

https://github.com/cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

captum computer-vision deep-learning explainable-ai interpretability machine-learning model-explainability natural-language-processing neural-network nlp transformers transformers-model

Last synced: 14 Apr 2025

https://github.com/openppl/ppl.nn

A primitive library for neural network

deep-learning neural-network onnx

Last synced: 12 Apr 2025

https://github.com/openppl-public/ppl.nn

A primitive library for neural network

deep-learning neural-network onnx

Last synced: 15 Mar 2025

https://github.com/OpenPPL/ppl.nn

A primitive library for neural network

deep-learning neural-network onnx

Last synced: 20 Mar 2025

https://github.com/interdigitalinc/compressai

A PyTorch library and evaluation platform for end-to-end compression research

compression deep-learning deep-neural-networks machine-learning neural-network python pytorch

Last synced: 13 Apr 2025

https://github.com/mosaicml/streaming

A Data Streaming Library for Efficient Neural Network Training

dataset deep-learning machine-learning neural-network pytorch streaming

Last synced: 14 Apr 2025

https://github.com/chickenbestlover/rnn-time-series-anomaly-detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

anomaly-detection forecast neural-network prediction rnn time-series

Last synced: 12 Apr 2025

https://github.com/chickenbestlover/RNN-Time-series-Anomaly-Detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

anomaly-detection forecast neural-network prediction rnn time-series

Last synced: 01 Apr 2025

https://github.com/arm-software/armnn

Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn

machine-learning neural-network neural-networks

Last synced: 12 Apr 2025

https://github.com/redaops/ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

ann ann-visualizer neural-network python-library

Last synced: 17 Jan 2025

https://github.com/RedaOps/ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

ann ann-visualizer neural-network python-library

Last synced: 27 Nov 2024

https://github.com/ARM-software/armnn

Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn

machine-learning neural-network neural-networks

Last synced: 19 Mar 2025

https://github.com/hendrikstrobelt/lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

lstm neural-network recurrent-neural-networks visualization

Last synced: 08 Apr 2025

https://github.com/hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

cifar10 cnn deep-learning image-processing imagenet keras machine-learning neural-network nlp tensorflow

Last synced: 08 Apr 2025

https://github.com/Hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

cifar10 cnn deep-learning image-processing imagenet keras machine-learning neural-network nlp tensorflow

Last synced: 03 Apr 2025

https://github.com/HendrikStrobelt/LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

lstm neural-network recurrent-neural-networks visualization

Last synced: 25 Mar 2025

https://github.com/wagenaartje/neataptic

:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js

crossover genetic-algorithm machine-learning mutations neural-network neurons selection squash

Last synced: 14 Mar 2025

https://github.com/InterDigitalInc/CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

compression deep-learning deep-neural-networks machine-learning neural-network python pytorch

Last synced: 13 Nov 2024

https://github.com/the-ai-summer/deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 09 Apr 2025

https://github.com/julrog/nn_vis

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

neural-network neural-networks opengl rendering-engine virtual-reality visualization vr

Last synced: 09 Apr 2025

https://github.com/cloud-cv/fabrik

:factory: Collaboratively build, visualize, and design neural nets in browser

caffe ide keras neural-network tensorflow visualization

Last synced: 12 Apr 2025

https://github.com/Cloud-CV/Fabrik

:factory: Collaboratively build, visualize, and design neural nets in browser

caffe ide keras neural-network tensorflow visualization

Last synced: 14 Mar 2025

https://github.com/The-AI-Summer/Deep-Learning-In-Production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

ai cloud deep-learning deeplearning deployment machine-learning machinelearningproject neural-network production python semantic-segmentation tensorflow training unet

Last synced: 13 Nov 2024

https://github.com/unum-cloud/uform

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

bert clip clustering contrastive-learning cross-attention huggingface-transformers image-search language-vision llava multi-lingual multimodal neural-network openai openclip pretrained-models pytorch representation-learning semantic-search transformer vector-search

Last synced: 10 Apr 2025

https://github.com/youyuge34/anime-inpainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

anime computer-vision cv deep-learning gan generative-adversarial-network inpainting mosaic neural-network opencv python pytorch

Last synced: 04 Apr 2025

https://github.com/youyuge34/Anime-InPainting

An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵

anime computer-vision cv deep-learning gan generative-adversarial-network inpainting mosaic neural-network opencv python pytorch

Last synced: 26 Mar 2025

https://github.com/mihail911/nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

deep-learning dialogue language-model machine-learning neural-machine-translation neural-network nlp nlp-datasets

Last synced: 03 Apr 2025

Neural Network Awesome Lists
awesome-deep-learning 597 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-artificial-intelligence 168 awesome-ai-in-finance 141 awesome-deeplearning-resources 117 awesome-speech-recognition-speech-synthesis-papers 323 awesome-deep-learning-music 248 Awesome-pytorch-list-CNVersion 692 iOS_ML 39 awesome-jax 205 CV-pretrained-model 103 Cool-Fashion-Papers 86 awesome-machine-learning-resources 386 awesome-ai 269 embedded-ai.bi-weekly 198 awesome-distribution-shift 204 Machine-Learning 483 awesome-neural-art 37 Best-Audio-Classification-Resources-with-Deep-learning 259 awesome-nn-optimization 145 awesome-webnn 84 awesome-golang-ai 116 PyTorch-Guide 616 awesome-ai4chem 85 awesome-keras 46 DeepLearning 307 awesome-ml-character 73 awesome-quantum-chemistry 58 awesome-data-science 93 awesome-deep-model-compression 37
Neural Network Categories
Table of Contents 634 Paper List 577 Reviews [^](#table-of-contents) 405 DL4M summary 358 Researchers 324 Content 312 Pytorch & related libraries 253 Pytorch & related libraries｜Pytorch & 相关库 241 Reinforcement Learning 211 Other useful related lists and resources 200 Generalized Model/Datasets [^](#table-of-contents) 128 Deep Learning 113 Tutorials, books, & examples 106 Tutorials & books & examples｜教程 & 书籍 & 示例 104 Libraries 104 Generalization 91 Tools 90 Natural Language Processing 89 Molecular Dynamics [^](#table-of-contents) 89 Artificial Intelligence Tools 84