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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/AXERA-TECH/ax-samples

Samples code for world class Artificial Intelligence SoCs for computer vision applications.

arm artificial-intelligence axera neural-network npu onnx yolo-world-v2 yolo11 yolov10 yolov5 yolov6 yolov8 yolox

Last synced: 20 Mar 2025

https://github.com/mreliptik/handpose

A python program to detect and classify hand pose using deep learning techniques

cnn handpose keras neural-network opencv pose-estimation python ssd tensorflow

Last synced: 09 Apr 2025

https://github.com/AmusementClub/vs-mlrt

Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE, SCUNet and more!)

artificial-intelligence cuda deep-learning directml dpir gpu migraphx ncnn neural-network onnx onnxruntime openvino real-cugan real-esrgan rife tensorrt vapoursynth vulkan waifu2x

Last synced: 24 Mar 2025

https://github.com/bjascob/amrlib

A python library that makes AMR parsing, generation and visualization simple.

abstract-meaning-representation amr amr-graphs amr-parser amr-parsing neural-network python pytorch spacy spacy-extension text-generation transformer

Last synced: 05 Apr 2025

https://github.com/liamconnell/deep-algotrading

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

deep-learning lstm neural-network policy-gradient reinforcement-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/devmount/germanwordembeddings

Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.

deep-learning deep-neural-networks evaluation gensim german-language model natural-language-processing neural-network nlp training word-embeddings word2vec

Last synced: 06 Apr 2025

https://github.com/verisilicon/tim-vx

VeriSilicon Tensor Interface Module

deep-learning neural-network tensorflow

Last synced: 07 Apr 2025

https://github.com/colasgael/machine-learning-for-solar-energy-prediction

Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning

data-processing machine-learning matlab neural-network python tensorflow

Last synced: 09 Apr 2025

https://github.com/VeriSilicon/TIM-VX

VeriSilicon Tensor Interface Module

deep-learning neural-network tensorflow

Last synced: 18 Mar 2025

https://github.com/LBANN/lbann

Livermore Big Artificial Neural Network Toolkit

artificial-intelligence cpp hpc machine-learning neural-network performance radiuss

Last synced: 14 Mar 2025

https://github.com/lbann/lbann

Livermore Big Artificial Neural Network Toolkit

artificial-intelligence cpp hpc machine-learning neural-network performance radiuss

Last synced: 12 Apr 2025

https://github.com/spring-media/headliner

🏖 Easy training and deployment of seq2seq models.

neural-network nlp python seq2seq tensorflow

Last synced: 12 Apr 2025

https://github.com/ileafsolutions/StyleArt

Style Art library process images using COREML with a set of pre trained machine learning models and convert them to Art style.

coreml image-processing ios machine-learning neural-network prisma

Last synced: 05 Dec 2024

https://github.com/andrewzlee/NeuralBlock

Neural Network that detects in-video YouTube sponsorships.

neural-network sponsorships video-youtube-sponsorships

Last synced: 05 Apr 2025

https://github.com/explosion/cython-blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

blas blas-libraries blis cython linear-algebra matrix-multiplication neural-network neural-networks numpy openblas

Last synced: 11 Apr 2025

https://github.com/llnl/lbann

Livermore Big Artificial Neural Network Toolkit

artificial-intelligence cpp hpc machine-learning neural-network performance radiuss

Last synced: 29 Jan 2025

https://github.com/hyperparticle/udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

allennlp deep-learning dependency-parser neural-network pytorch syntax universal-dependencies

Last synced: 09 Apr 2025

https://github.com/vzhong/embeddings

Fast, DB Backed pretrained word embeddings for natural language processing.

deep-learning neural-network nlp

Last synced: 04 Apr 2025

https://github.com/isayev/ASE_ANI

ANI-1 neural net potential with python interface (ASE)

cheminformatics chemistry deep-learning force-field neural-network schrodinger-equation

Last synced: 04 May 2025

https://github.com/hongzhaohua/jstarcraft-ai

目标是提供一个完整的Java机器学习(Machine Learning/ML)框架,作为人工智能在学术界与工业界的桥梁. 让相关领域的研发人员能够在各种软硬件环境/数据结构/算法/模型之间无缝切换. 涵盖了从数据处理到模型的训练与评估各个环节,支持硬件加速和并行计算,是最快最全的Java机器学习库.

algorithm dl4j java linear machine-learning nd4j nearest-neighbor neural-network probabilistic-graphical rule structure support-vector-machine tree

Last synced: 09 Apr 2025

https://github.com/rakeshvar/rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

captcha ctc ctc-loss deep-learning gru lstm neural-network ocr python recurrent-neural-networks rnn rnn-ctc speech-recognition speech-to-text theano

Last synced: 23 Apr 2025

https://github.com/Hyperparticle/udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

allennlp deep-learning dependency-parser neural-network pytorch syntax universal-dependencies

Last synced: 27 Nov 2024

https://github.com/TonyLianLong/AnimeGAN.js

AnimeGAN.js: Photo Animation for Everyone

animegan gan javascript neural-network photo-animation reactjs tensorflow

Last synced: 27 Apr 2025

https://github.com/sparshg/asteroids-genetic

Interactive AI training simuation

ai hacktoberfest machine-learning neural-network

Last synced: 18 Apr 2025

https://github.com/vzhou842/neural-network-from-scratch

A Neural Network implemented from scratch (using only numpy) in Python.

guide introduction-to-data-science machine-learning neural-network python

Last synced: 09 Apr 2025

https://github.com/kraiskil/onnx2c

Open Neural Network Exchange to C compiler.

edge-computing machine-learning microcontroller neural-network onnx

Last synced: 18 Mar 2025

https://github.com/origamidream/gato

Unofficial Gato: A Generalist Agent

gato generalist-agent neural-network tensorflow transformer

Last synced: 06 Apr 2025

https://github.com/swift-ai/neuralnet

An artificial neural network written in Swift

deep-learning machine-learning neural-network swift

Last synced: 19 Dec 2024

https://github.com/Fixy-TR/fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

acikhack2 ai artificial-intelligence bert data-science deep-learning deeplearning keras natural-language-processing neural-network neural-networks nlp python

Last synced: 03 May 2025

https://github.com/creativeikep/blazeposebarracuda

BlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.

barracuda deep-learning human-pose-estimation mediapipe neural-network pose unity

Last synced: 07 Apr 2025

https://github.com/vivek3141/dl-visualization

This is the source code for the animations in the series "Visualizing Deep Learning"

animations manim neural-network neural-network-visualizations visualizations

Last synced: 07 May 2025

https://github.com/mybridge/amazing-machine-learning-opensource-2019

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

artificial-intelligence deep-learning machine-learning neural-network reinforcement-learning

Last synced: 19 Feb 2025

https://github.com/lijx10/DeepI2P

DeepI2P: Image-to-Point Cloud Registration via Deep Classification. CVPR 2021

3d-vision cnn computer-vision deep-learning image-processing localization neural-network point-cloud registration

Last synced: 20 Mar 2025

https://github.com/bu-icsg/dana

Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel

chisel hardware neural-network riscv rocc rocket-chip rtl

Last synced: 09 May 2025

https://github.com/shekkizh/neuralnetworks.thought-experiments

Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow

generative-adversarial-network generative-model neural-network optimal-brain-damage pruning uncertainty-neural-networks

Last synced: 19 Dec 2024

https://github.com/AdeDZY/K-NRM

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

deep-learning information-retrieval neural-network

Last synced: 29 Apr 2025

https://github.com/giacbrd/shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec

Last synced: 07 May 2025

https://github.com/giacbrd/ShallowLearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

fasttext gensim machine-learning neural-network online-learning scikit-learn shallow-learning supervised-learning text-classification text-mining word-embeddings word2vec

Last synced: 27 Nov 2024

https://github.com/tugstugi/pytorch-speech-commands

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

cifar10 classification deep-learning densenet dual-path-networks kaggle neural-network pytorch resnet resnext speech-recognition wide-residual-networks

Last synced: 13 Apr 2025

https://github.com/stevenygd/NFGP

Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.

geometry-processing machine-learning neural-fields neural-network

Last synced: 11 Apr 2025

https://github.com/arogozhnikov/3d_nn

Raymarching neural network in browsers with WebGL shaders

neural-network raymarching-distance-fields shaders visualization webgl

Last synced: 03 Jan 2025

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

deep-learning keras machine-learning neural-network retinopathy tensorflow

Last synced: 22 Nov 2024

https://github.com/despoisj/latentspacevisualization

Visualization techniques for the latent space of a convolutional autoencoder in Keras

autoencoder deep-learning machine-learning neural-network visualization

Last synced: 20 Dec 2024

https://github.com/rocm/mivisionx

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml

Last synced: 12 Apr 2025

https://github.com/imalikshake/StyleNet

A cute multi-layer LSTM that can perform like a human 🎶

genre lstm music neural-network rnn tensorflow

Last synced: 27 Nov 2024

https://github.com/mariogeiger/se3cnn

Euclidean Neural Networks

neural-network

Last synced: 28 Dec 2024

https://github.com/khanhnamle1994/neural-nets

Programming Assignments and Lectures for Geoffrey Hinton's "Neural Networks for Machine Learning" Coursera course

deep-learning machine-learning neural-network

Last synced: 08 May 2025

https://github.com/zhongkaifu/seq2seqsharp

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

attention-model cuda deep-learning encoder-decoder gpu image lstm machine-translation neural-network seq2seq sequence-to-sequence tensor text transformer transformer-architecture transformer-encoder translation vision-transformer

Last synced: 04 Apr 2025

https://github.com/ROCm/MIVisionX

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit. AMD MIVisionX also delivers a highly optimized open-source implementation of the Khronos OpenVX™ and OpenVX™ Extensions.

amd-opencl amd-opencv amd-openvx computer-vision inference inference-engine khronos-openvx machine-learning neural-network nnef onnx opencl openvx openvx-extensions openvx-neural-network rocm ryzen virtual-reality windows-machine-learning winml

Last synced: 25 Nov 2024

https://github.com/nianticlabs/depth-hints

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

computer-vision deep-learning depth-estimation monodepth neural-network pytorch self-supervision stereo-matching

Last synced: 20 Dec 2024

https://github.com/chxj1992/captcha_cracker

卷积神经网络实现的验证码识别

cnn-keras neural-network tensorflow

Last synced: 28 Mar 2025

https://github.com/sshanu/relation-classification-using-bidirectional-lstm-tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

bidirectional-lstm deep-learning dependency-tree entities lca lstm lstm-networks lstm-tree neural-network relation-classification relation-extraction semeval tensorflow tree tree-structure word-embedding

Last synced: 15 Dec 2024

https://github.com/mstksg/backprop

Heterogeneous automatic differentiation ("backpropagation") in Haskell

automatic-differentiation backprop backpropagation deep-learning gradient-descent graph neural-network

Last synced: 24 Apr 2025

https://github.com/victordibia/anomagram

Interactive Visualization to Build, Train and Test an Autoencoder with Tensorflow.js

anomaly-detection deep-learning javascript neural-network react tensorflowjs

Last synced: 01 Jan 2025

https://github.com/can1357/simple_cnn

Simple Convolutional Neural Network Library

cnn convolutional-neural-networks machine-learning neural-network

Last synced: 21 Nov 2024

https://github.com/swift-ai/neuralnet-handwriting-ios

A handwriting recognition example for iOS using NeuralNet

deep-learning machine-learning neural-network ocr swift

Last synced: 07 Apr 2025

https://github.com/mempirate/simple-neural-network

Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.

deep-learning deep-neural-networks deeplearning neural-network neurons

Last synced: 19 Dec 2024

https://github.com/idealo/cnn-exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

computer-vision deep-learning explainable-ai interpretable-machine-learning machine-learning neural-network

Last synced: 01 May 2025

https://github.com/thibo73800/capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow

Last synced: 24 Mar 2025

https://github.com/orendv/learning_to_sample

A learned sampling approach for point clouds (CVPR 2019)

cvpr2019 deep-learning geometry-processing neural-network point-cloud sampling tensorflow

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 126 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) 411 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 Libraries 104 Tutorials & books & examples｜教程 & 书籍 & 示例 104 Molecular Dynamics [^](#table-of-contents) 91 Generalization 91 Tools 90 Natural Language Processing 89 Artificial Intelligence Tools 84