Data

Tools

Indexes

Applications

Experiments

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/aashrafh/Mozart

An optical music recognition (OMR) system. Converts sheet music to a machine-readable version.

mozart music music-sheet music-sheet-reading neural-network omr opencv optical-character-recognition optical-music-recognition reader skimage sklearn

Last synced: 25 Nov 2024

https://github.com/scisharp/keras.net

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 10 Apr 2025

https://github.com/SciSharp/Keras.NET

Keras.NET is a high-level neural networks API for C# and F#, with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.

csharp-library deep-learning deep-learning-library fsharp-library keras keras-neural-networks neural-network

Last synced: 02 Apr 2025

https://github.com/xboot/libonnx

A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.

ai baremetal c dedeep-neural-networks deep-learning embedded embedded-systems hardware-acceleration inference library lightweight machine-learning neural-network onnx portable

Last synced: 14 Apr 2025

https://github.com/signatrix/efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

coco-dataset deep-learning efficientdet efficientnet neural-network object-detection pytorch

Last synced: 27 Nov 2024

https://github.com/timbmg/sentence-vae

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

deep-learning generative-model neural-network nlp ptb pytorch vae

Last synced: 14 Apr 2025

https://github.com/DiffSharp/DiffSharp

DiffSharp: Differentiable Functional Programming

autodiff deep-learning dotnet gpu machine-learning neural-network tensor

Last synced: 20 Apr 2025

https://diffsharp.github.io/DiffSharp/

DiffSharp: Differentiable Functional Programming

autodiff deep-learning dotnet gpu machine-learning neural-network tensor

Last synced: 02 Apr 2025

https://github.com/philipxjm/Deep-Convolution-Stock-Technical-Analysis

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

convolutional-neural-networks neural-network stock-market stock-price-prediction technical-analysis

Last synced: 13 Apr 2025

https://github.com/MycroftAI/mimic2

Text to Speech engine based on the Tacotron architecture, initially implemented by Keith Ito.

deep-learning machine-learning neural-network speech-synthesis tacotron

Last synced: 15 Nov 2024

https://github.com/loudinthecloud/pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

lstm neural-network neural-turing-machines notebook ntm python pytorch

Last synced: 27 Nov 2024

https://github.com/cbovar/ConvNetDraw

Draw multi-layer neural network in your browser

convolutional-neural-networks draw neural-network

Last synced: 15 Nov 2024

https://github.com/GRAAL-Research/poutyne

A simplified framework and utilities for PyTorch

data-science deep-learning keras machine-learning neural-network python pytorch

Last synced: 27 Mar 2025

https://github.com/RelevanceAI/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 27 Apr 2025

https://github.com/mlachmish/MusicGenreClassification

Classify music genre from a 10 second sound stream using a Neural Network.

deep-learning music-genre-classification neural-network paper tensorflow

Last synced: 27 Mar 2025

https://github.com/relevanceai/vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

artificial-intelligence audio-processing deep-learning deeplearning embeddings encodings image2vec machine-learning neural-network python pytorch tensorflow tfhub transformers vector vector-similarity video-processing word2vec

Last synced: 04 Apr 2025

https://github.com/tencent/forward

A library for high performance deep learning inference on NVIDIA GPUs.

cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt

Last synced: 05 Apr 2025

https://github.com/Tencent/Forward

A library for high performance deep learning inference on NVIDIA GPUs.

cuda deep-learning forward gpu inference inference-engine keras neural-network onnx pytorch tensorflow tensorrt

Last synced: 18 Apr 2025

https://github.com/Lucifier129/factor-network

A simple factor network implementation written by JavaScript

backpropagation-learning-algorithm flappy-bird neural-network neuroevolution

Last synced: 30 Mar 2025

https://github.com/lucifier129/factor-network

A simple factor network implementation written by JavaScript

backpropagation-learning-algorithm flappy-bird neural-network neuroevolution

Last synced: 05 Apr 2025

https://github.com/tensorlayer/tensorlayerx

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

deep-learning jittor machine-learning mindspore neural-network oneflow paddlepaddle python pytorch tensorflow tensorlayer tensorlayerx

Last synced: 06 Apr 2025

https://github.com/tensorlayer/TensorLayerX

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

deep-learning jittor machine-learning mindspore neural-network oneflow paddlepaddle python pytorch tensorflow tensorlayer tensorlayerx

Last synced: 18 Nov 2024

https://github.com/mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 02 Apr 2025

https://github.com/harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

bayesian deep-learning neural-network pytorch

Last synced: 04 Apr 2025

https://github.com/subho406/OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

artificial-intelligence deep-learning image-captioning machine-learning multimodal-learning multitask-learning neural-network nlp transformer video-recognition

Last synced: 27 Nov 2024

https://github.com/Harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

bayesian deep-learning neural-network pytorch

Last synced: 27 Jan 2025

https://github.com/tangledpath/ruby-fann

Ruby library for interfacing with FANN (Fast Artificial Neural Network)

ai c fann machine-learning native neural-network neural-networks nn ruby-fann ruby-gem rubygems

Last synced: 11 Apr 2025

https://github.com/ntmc-community/matchzoo-py

Facilitating the design, comparison and sharing of deep text matching models.

deep-learning matching natural-language-processing neural-network pytorch text text-matching

Last synced: 09 Apr 2025

https://github.com/NTMC-Community/MatchZoo-py

Facilitating the design, comparison and sharing of deep text matching models.

deep-learning matching natural-language-processing neural-network pytorch text text-matching

Last synced: 15 Nov 2024

https://zielon.github.io/insta/

INSTA - Instant Volumetric Head Avatars [CVPR2023]

3dmm avatars cuda flame instant-ngp nerf neural-network volumetric-rendering

Last synced: 26 Mar 2025

https://github.com/aamini/evidential-deep-learning

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

confidence deep-learning evidence neural-network neurips-2020 pytorch tensorflow uncertainty

Last synced: 04 Apr 2025

https://github.com/jsonchao/ml-roadmap

:robot: Roadmap to becoming a Machine Learning developer in 2020

deeplearning machine-learning machine-learning-algorithms neural-network python roadmap toturial

Last synced: 06 Apr 2025

https://github.com/JsonChao/ML-Roadmap

:robot: Roadmap to becoming a Machine Learning developer in 2020

deeplearning machine-learning machine-learning-algorithms neural-network python roadmap toturial

Last synced: 03 May 2025

https://github.com/FidoProject/Fido

A lightweight C++ machine learning library for embedded electronics and robotics.

beta embedded machine-learning neural-network robotics

Last synced: 15 Mar 2025

https://github.com/allentdan/libtorchsegmentation

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

cpp deeplabv3 deeplabv3plus fpn image-segmentation imagenet libtorch libtorch-segment models neural-network pretrained-backbones pretrained-weights pspnet pytorch pytorch-cpp pytorch-cpp-frontend resnet resnext semantic-segmentation unet

Last synced: 05 Apr 2025

https://github.com/petercunha/pine

:evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.

aimbot csgo cuda darknet detection fortnite fps game-hacking hacking neural-network neural-networks nvidia object-detection opencl opencv overwatch pine python yolo yolov3

Last synced: 09 Apr 2025

https://github.com/petercunha/Pine

:evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO.

aimbot csgo cuda darknet detection fortnite fps game-hacking hacking neural-network neural-networks nvidia object-detection opencl opencv overwatch pine python yolo yolov3

Last synced: 17 Apr 2025

https://github.com/rickyhan/SimGAN-Captcha

Solve captcha without manually labeling a training set

captcha-solving gan generative-adversarial-network keras neural-network simgan

Last synced: 24 Apr 2025

https://github.com/0b01/simgan-captcha

Solve captcha without manually labeling a training set

captcha-solving gan generative-adversarial-network keras neural-network simgan

Last synced: 05 Apr 2025

https://github.com/0b01/SimGAN-Captcha

Solve captcha without manually labeling a training set

captcha-solving gan generative-adversarial-network keras neural-network simgan

Last synced: 14 Nov 2024

https://github.com/greydanus/hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"

deep-learning dynamics hamiltonian neural-network physics pytorch research

Last synced: 27 Mar 2025

https://github.com/tawnkramer/sdsandbox

This provides a sandbox simulator for training a self-driving car. This uses Unity for simulation and Python with Keras and Tensorflow for training. Recently updated to work on Python 3.4+ and Keras 2+

car neural-network prediction-server python simulation tensorflow unity

Last synced: 05 Apr 2025

https://github.com/yining1023/machine-learning-for-the-web

Repository for the "Machine Learning for the Web" class at ITP, NYU

machine-learning neural-network pix2pix style-transfer teachable-machine

Last synced: 05 Apr 2025

https://github.com/yixuan/minidnn

A header-only C++ library for deep neural networks

deep-learning header-only machine-learning neural-network statistical-models

Last synced: 05 Apr 2025

https://github.com/sforaidl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 04 Apr 2025

https://github.com/erickrf/nlpnet

A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.

natural-language-processing neural-network nlp parsing pos-tagging semantic-role-labeling

Last synced: 15 Nov 2024

https://github.com/azkadev/bark

WIP Library Text To Speech From Suno AI's Bark in C/C++ for fast inference

ai bark clone dart deep-learning fake ggml machine-learning neural-network text-to-speech tts voice

Last synced: 05 Apr 2025

https://github.com/SforAiDl/genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

Last synced: 01 May 2025

https://github.com/casparwylie/Perceptron

A flexible artificial neural network builder to analyse performance, and optimise the best model.

artificial-intelligence artificial-neural-network machine-learning machine-learning-algorithms neural-network opencv python tkinter

Last synced: 23 Nov 2024

https://github.com/aswintechguy/Deep-Learning-Projects

This repository contains all the deep learning projects done as tutorial

computervision deeplearning jupyternotebook neural-network python

Last synced: 09 Apr 2025

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 13 Apr 2025

https://github.com/hetelek/Neural-Network-Playground

A neural network Swift playground, with no third party dependencies.

computer-vision neural-network swift-playgrounds wwdc-scholarship

Last synced: 18 Nov 2024

https://github.com/blackportal-ai/delta

An Open-Source Machine Learning Framework in Rust Δ

blackportal blackportal-ai deep-learning delta machine-learning ml neural-network rust

Last synced: 08 Apr 2025

https://github.com/itailang/SampleNet

Differentiable Point Cloud Sampling (CVPR 2020 Oral)

cvpr2020 deep-learning geometry-processing neural-network point-cloud pytorch sampling tensorlow

Last synced: 20 Mar 2025

Neural Network Awesome Lists
awesome-deep-learning 597 Machine-Learning-Tutorials 484 Awesome-pytorch-list 704 awesome-artificial-intelligence 168 awesome-ai-in-finance 141 awesome-speech-recognition-speech-synthesis-papers 323 awesome-deeplearning-resources 117 awesome-deep-learning-music 248 awesome-jax 205 Awesome-pytorch-list-CNVersion 692 iOS_ML 39 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 Best-Audio-Classification-Resources-with-Deep-learning 259 awesome-neural-art 37 awesome-nn-optimization 145 awesome-webnn 89 awesome-golang-ai 116 DeepLearning 307 PyTorch-Guide 616 awesome-ai4chem 85 awesome-keras 46 awesome-ml-character 73 awesome-quantum-chemistry 58 fucking-awesome-deep-learning 438 awesome-data-science 93 fucking-machine-learning-tutorials 356 awesome-deep-model-compression 37
Neural Network Categories
Table of Contents 634 Paper List 577 Reviews [^](#table-of-contents) 408 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 Molecular Dynamics [^](#table-of-contents) 90 Natural Language Processing 89 Artificial Intelligence Tools 84