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Reading Paper ⭐ 149

Neural Network ⭐ 149

A multi-layer neural network in PHP. Features momentum learning, custom activation functions, and detection & prevention of over-fitting your data.

Deeplearning_nlp ⭐ 149

基于深度学习的自然语言处理库

Gconvrnn ⭐ 148

Graph convolutional recurrent neural network

Attentionn ⭐ 147

All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.

Pytorch Book ⭐ 147

Source codes for the book "Application of Neural Network and PyTorch"

Simple_cnn ⭐ 147

Simple Convolutional Neural Network Library

Stanford_cs231n_2019 ⭐ 147

Solutions and comments to assignments for 2019 Stanford's course on convolutional neural networks

Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)

Recurrent_neural_network ⭐ 143

This is the code for "Recurrent Neural Networks - The Math of Intelligence (Week 5)" By Siraj Raval on Youtube

Adaptively Connected Neural Networks ⭐ 143

A re-implementation of our CVPR 2019 paper "Adaptively Connected Neural Networks"

Charcnn_keras ⭐ 142

The implementation of text classification using character level convoultion neural networks using Keras

3dgnn_pytorch ⭐ 142

3D Graph Neural Networks for RGBD Semantic Segmentation

Cpp_nn_in_a_weekend ⭐ 142

Article and source code reference to construct a C++ neural network in a weekend without any dependencies

Attendance Using Face ⭐ 141

Face-recognition using Siamese network

Sound Cnn ⭐ 141

A convolutional neural network that classifies sounds

Neurolab ⭐ 141

Neurolab is a simple and powerful Neural Network Library for Python

Models Comparison.pytorch ⭐ 141

Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures

Post Handwriting ⭐ 140

Four Experiments in Handwriting with a Neural Network

Gcn_metric_learning ⭐ 140

Metric Learning with Graph Convolutional Neural Networks

N2D2 is an open source CAD framework for Deep Neural Network simulation and full DNN-based applications building.

Graph_convolutional_lstm ⭐ 140

Traffic Graph Convolutional Recurrent Neural Network

Neurlang ⭐ 139

Neural Network library in Elixir / Erlang

Clojure wrapper for Encog (v3) (Machine-Learning framework that specialises in neural-nets)

Deep Learning Resources ⭐ 138

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

Deepergnn ⭐ 138

Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]

Fractalnet ⭐ 138

FractalNet: A fractal-based neural network architecture

Awesome Code ⭐ 137

Links to a curated list of awesome implementations of models.

Graphrec_pytorch ⭐ 137

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

An implementation of a generalized version of the Long Short-Term Memory neural network architecture and algorithm, one of the most powerful supervised machine learning methodologies

Automatic Ecg Diagnosis ⭐ 137

Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

Cnn Sentence Classifier ⭐ 135

Implementation of "Convolutional Neural Networks for Sentence Classification" paper

Makennbot ⭐ 135

A neural network bot for Make

Coherence + Recurrent Neural Network + Convolutional Neural Network

Pnn.pytorch ⭐ 134

PyTorch implementation of CVPR'18 - Perturbative Neural Networks http://xujuefei.com/pnn.html

Nn_calibration ⭐ 133

Calibration of Convolutional Neural Networks

Adventures In Deep Learning ⭐ 133

A curated list of Deep Learning resources sorted by reputation

Neuralnet Handwriting Ios ⭐ 132

A handwriting recognition example for iOS using NeuralNet

Padatious ⭐ 132

A neural network intent parser

Polynomial_nets ⭐ 131

Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

Android Nn Driver ⭐ 130

Differentiable Neural Computers

Working through CS231n: Convolutional Neural Networks for Visual Recognition

Neurocat ⭐ 130

From neural networks to the Category of composable supervised learning algorithms in Scala with compile-time matrix checking based on singleton-types

caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342

A neural network to smartly create coherent terminal colorschemes based on an image.

Scarpet Nn ⭐ 128

Tools and libraries to run neural networks in Minecraft ⛏️

Bot Evolution ⭐ 128

An interesting display of evolution through neural networks and a genetic algorithm

Datascience_book ⭐ 128

Numpy Cnn ⭐ 127

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

Quantizedneuralnetworks Keras Tensorflow ⭐ 127

Quantized Neural Networks - networks trained for inference at arbitrary low precision.

Deeptracking ⭐ 127

Source code of DeepTracking research project

Intro2deeplearning ⭐ 126

Introduction to Deep Learning

Pythonnnexample ⭐ 126

Annotations for the Sirajology Python NN Example. This code comes from a demo NN program from the YouTube video https://youtu.be/h3l4qz76JhQ. The program creates an neural network that simulates the exclusive OR function with two inputs and one output.

Awesome Chainer ⭐ 125

Fakeimagedetection ⭐ 125

Fake Image Detection Using Machine Learning

Deep Lyrics ⭐ 123

Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network

Simplegesturerecognition ⭐ 123

A very simple gesture recognition technique using opencv and python

Interpretable Research ⭐ 123

I collected some papers about interpretable CNN and reorganized them here.

Nn Compression ⭐ 122

A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)

A toolkit to generate an offline Chrome extension to detect phishing attacks using a bespoke convolutional neural network.

Fastmri Reproducible Benchmark ⭐ 122

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

Paperreading ⭐ 122

每天阅读过的论文的简要笔记

Botnet Detection ⭐ 122

Topological botnet detection datasets and graph neural network applications

Pl Predictions Using Fifa ⭐ 121

Training a neural network to predict the outcome of a football match using fifa ratings

Neural_style ⭐ 121

neural style transfer with mxnet

Graph Convolution On Structured Documents ⭐ 121

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

Waifu2x Js ⭐ 121

Image super-resolution using deep convolutional neural network (CNN)

Reverse Engineering Neural Networks ⭐ 120

A collection of tools for reverse engineering neural networks.

Davanet ⭐ 120

Code repo for "DAVANet: Stereo Deblurring with View Aggregation" (CVPR'19, Oral)

Pytorch Quaternion Neural Networks ⭐ 119

This repository is an update to all previous repositories with implementations of various Quaternion-valued Neural Networks in PyTorch

Tensorflow.cifar10 ⭐ 119

The examples of image recognition with the dataset CIFAR10 via tensorflow.

Java Machine Learning ⭐ 119

Deep learning library for Java, with fully connected, convolutional, and recurrent layers. Also features many gradient descent optimization algorithms.

Reading Text In The Wild ⭐ 118

A Keras/Theano implementation of "Reading Text in the Wild with Convolutional Neural Networks" by M Jaderberg et.al.

Binarybrain ⭐ 118

Binary Neural Network Framework for FPGA(Differentiable LUT)

Chainer_examples ⭐ 118

Example usages of Chainer for natural language processing.

Openann ⭐ 117

An open source library for artificial neural networks.

A tiny neural network 🧠

Tensorflow Socher Ntn ⭐ 117

Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project. NOTE: Not maintained.

Multimodal Emotion Recognition ⭐ 117

This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.

2019 Winter Hgu Machine Learing Camp ⭐ 117

2019년 겨울 한동머신러닝캠프 강의 자료 및 강의 동영상 (강사: 한동대 전산전자공학부 김인중 교수)

Dynamic_neural_manifold ⭐ 117

Computational Fluid Dynamics Machine Learning Examples ⭐ 117

This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.

Tensorflow 2.0 Quick Start Guide ⭐ 117

Tensorflow 2.0 Quick Start Guide, published by Packt

Euclidean Neural Networks

Seminar Materials ⭐ 116

组会ppt与论文--每一次的精心准备都值得留下记录😛

Context ⭐ 116

ConText v4: Neural networks for text categorization

DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"

Equi-normalization of Neural Networks

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Brightwire ⭐ 116

Bright Wire is an open source machine learning library for .NET with GPU support (via CUDA)

Graph2nn ⭐ 115

code for paper "Graph Structure of Neural Networks"

View Adaptive Neural Networks For Skeleton Based Human Action Recognition ⭐ 115

View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition

Neural Nets in native Haskell

Cnn Sentence Classification Pytorch ⭐ 115

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

Acuity Models ⭐ 114

Acuity Model Zoo

Hands On Neural Networks With Tensorflow 2.0 ⭐ 113

Hands-On Neural Networks with TensorFlow 2.0, published by Packt

Espcn Tensorflow ⭐ 113

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow

Backprop Neat Js ⭐ 112

Neural Network Evolution Playground with Backprop NEAT

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