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Tomas Mikolov's Recurrent Neural Networks Language Modeling Toolkit from http://www.rnnlm.org, with tagged historical releases.

Snns Self Normalizing Neural Networks Caffe Reimplementation ⭐ 45

Caffe re-implementation of SNNs.

Cnn_hsic_mrf ⭐ 45

This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification

Metatemplateneuralnet ⭐ 44

An entire meta-programming template based neural network API in C++ (MTNN)

ERL - Evolved Reinforcement Learner

Named Entity Recognition ⭐ 40

A simple NER model in C++

Tiny Rnn ⭐ 40

Lightweight C++11 library for building deep recurrent neural networks

Tiny yet Powerful Deep Neural Networks

Caffe Deepregressionforests ⭐ 39

Code for DeepRegressionForests

Pub2018superspike ⭐ 39

Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.

Graphflow ⭐ 39

Deep Learning framework in C++/CUDA that supports symbolic/automatic differentiation, dynamic computation graphs, tensor/matrix operations accelerated by GPU and implementations of various state-of-the-art graph neural networks and other Machine Learning models including Covariant Compositional Networks For Learning Graphs [Risi et al]

Source code and dataset of EMNLP2017 paper "Incorporating Relation Paths in Neural Relation Extraction".

Flexible and fast neural network library (feed-forward, RNN, GRU, LSTM, etc)

Yet another neural network library

Rnnlm2wfst ⭐ 36

Conversion of recurrent neural network language models to weighted finite state transducers

Neuralduino ⭐ 35

The only dynamic and reconfigurable Artificial Neural networks library with back-propagation for arduino

Basicneuralnet ⭐ 35

Trying to understand neural nets by building a simple one from scratch

ViNN - an OpenCL accelerated neural networks library

The code and data for ACL2017 paper "Neural Relation Extraction with Multi-lingual Attention"

Evolved concurrent neural networks on godot engine

Segmentationmapping ⭐ 33

Simple implementation of CNN (convolutional neural network) with precise-comments.

Referit3d ⭐ 32

Code accompanying our ECCV-2020 paper on 3D Neural Listeners.

Artificial Neural Networks for Arduino

Compilednn ⭐ 31

A JIT Compiler for Neural Network Inference

Segrep For Nn Semicrf ⭐ 31

Code for Exploring Segment Representations for Neural Segmentation Models

Lkydeepnn ⭐ 31

Low dependency（C++11 STL only）, good portability, header-only, deep neural networks for embedded

Caf_face_detection ⭐ 30

Implement Yahoo Paper: Multi-view Face Detection Using Deep Convolutional Neural Networks

Localization ⭐ 30

Robot localization with deep learning

Cuda Deep Neural Nets ⭐ 29

Deep neural network framework (C/C++/CUDA).

Convolutional Neural Networks in Python

Neural Net Experiments ⭐ 29

A GPU / CPU implementation of a feed forward neural network

light deep neural network tools box(LSTM,GRU,RNN,CNN,Bi-LSTM,etc)

Photils Cli ⭐ 27

photils-cli is an application that passes an image through a neural network, classifies it, and extracts the suggested tags. Everything happens offline without the need that your data are sent over the internet.

卷积神经网络之LeNet-5实现 The LeNet-5 Implementation of Convolutional Neural Network

Ocr Neuralnet ⭐ 27

A simple neural network that recognise handwritten characters

Artificial biological neural network

Recurrent Net Lstm ⭐ 26

Long Short-Term Memory Recurrent Neural Networks

Cuda Neural Network ⭐ 26

Simple neural network implementation using CUDA technology. It is an educational implementation.

Arduinoneuronlibrary ⭐ 25

Simulate neural activity with Arduino

Cyberelegans ⭐ 25

Neuromechanical model of C. Elegans

RSNNS: Neural Networks in R using the Stuttgart Neural Network Simulator (SNNS)

Benchmarks of Deep Neural Networks

Card.io For Capital One Vertical Cards ⭐ 24

Code to Enhance Card.io so it can recognize Vertical Credit Card Formats from Capital One

Shifted Label Distribution ⭐ 23

Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP 2019)

neural joint model for entity and relation extraction

Nnsegmentation ⭐ 22

Word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

Nntargetedsentiment ⭐ 22

Targeted sentiment analysis using neural networks based on package https://github.com/SUTDNLP/LibN3L

Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv

Fast Homomorphic Evaluation of Deep Discretized Neural Networks

Nnnamedentity ⭐ 21

Named Entity Recognition (NER) models (neural and sparse) implemented based on package LibN3L

Demitasse ⭐ 21

Demitasse is a fast Deep Neural Network Library for mobile devices(non GPGPU).

Tensorflow_qrnn ⭐ 20

Quasi-Recurrent Neural Network (QRNN) for Tensorflow

Cvpr18_rnn_deblur_matcaffe ⭐ 20

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks[matcaffe]

Caffe Ldlforests ⭐ 20

Code for LDLForests

Legacy version of CNN neural net toolkit (now called dynet)

Neural_style_plugin ⭐ 19

Evagents ⭐ 19

A "Natural" Selection Simulator using Neural Nets

Neural Network toolkit

Neural Network Mnist Cpp ⭐ 18

Neural Network implementation in C++ running for MNIST database.

C++ code of "Learning to Parse and Translate Improves Neural Machine Translation"

Nnformll ⭐ 17

Neural Network Models for Multi-label learning

PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool

Nntransitionsegmentor ⭐ 17

Transition-based word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

Music_dataset_split ⭐ 17

Spinecreator ⭐ 17

A GUI for neural network models. A graphical editor for SpineML models.

Opentargetedsentiment ⭐ 17

The implementation of "Neural Networks for Open Domain Targeted Sentiment" based on package https://github.com/SUTDNLP/LibN3L

Fakeimagekiller ⭐ 16

Tampered image recognition based on convolution neural network.

Fsrcnn Opencv ⭐ 16

C++ implementation of the Fast Super-Resolution Convolutional Neural Network (FSRCNN).

Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search

Whydahgally Lstm Mlp ⭐ 16

Machine Learning Tool with LSTM and MLP Neural Networks, with CUDA implementation.

C++ library for simulation of multiscale neural field dynamics

SNIG: Accelerated Large Sparse Neural Network Inference using Task Graph Parallelism

Currennt ⭐ 16

CURRENNT -- CUDA-enabled machine learning library for recurrent neural network

Snn Simulator On Pynqcluster ⭐ 15

Straightforwardneuralnetwork ⭐ 15

A neural network lib in C++20 optimized for CPU. Create, train and use a neural network in less than 10 lines of codes.

Matt LeBlanc Trains a Neural Network

Sherlock ⭐ 15

Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.

Deeplearn ⭐ 15

OpenCL deep learning toolkit

Learned Activation Functions Source ⭐ 15

For the reproduction of research by Agostinelli et al. Learning Activation Functions to Improve Deep Neural Networks. http://arxiv.org/abs/1412.6830

C++ UCI Chess Engine

A direct Convolution Neural Network implementation in pure C++， with MNIST dataset.

Reachnnstar ⭐ 14

Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)

Simple Neural Network ⭐ 14

My first fully functional XOR neural network

Genetic_algorithms ⭐ 14

Simple demonstration of Evolution of Neural Networks using Genetic Algorithms

Grandmatronplugin ⭐ 14

This is an audio neural network plugin modeling a low pass filter. Built in JUCE.

Neural_security_system ⭐ 14

An OpenCV tool using Intel OpenVino to monitor security cameras, and update human sensors on a Mosquito broker

Machine Learning Experiments - Practical Learning

Pytorch Unattached ⭐ 14

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Nnlib2rcpp ⭐ 13

An R package for Neural Nets created using nnlib2

A C++ neural network libray for sequences mainly, focusing on Long Short-term Memory (LSTM) and Restricted Boltsmann Machine (RBM) Layers.

Opencl Neural Network ⭐ 13

OpenCL implementation of a NN and CNN

Openrobotics_darknet_ros ⭐ 13

ROS 2 interface to darknet, an open source neural network library.

Keras To Realtime Audio ⭐ 13

C++ implementation of neural networks library with Keras-like API. Contains majority of commonly used layers, losses and optimizers. Supports sequential and multi-input-output (flow) models. Supports single CPU, Multi-CPU and GPU tensor operations (using cuDNN and cuBLAS).

Deep Neural Network algorithms library for c++ from scratch

Gtkiostream ⭐ 12

Trivialised Threading, GTK GUIs, Signal Processing, Neural Networks, Audio Processing, Octave interfacing ... and more !

Simpleai ⭐ 12

A simple yet powerful C++17 implementation of deep neural networks from scratch.

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