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neural
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266 search results found
Tensorflow Examples
⭐
43,109
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Lstm Human Activity Recognition
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3,074
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
Neural Redis
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2,176
Neural networks module for Redis
Pytorch Cpp
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1,710
C++ Implementation of PyTorch Tutorials for Everyone
Handtracking
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1,473
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
Awesome Diarization
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1,384
A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.
Theano Tutorials
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1,221
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
Transformertts
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977
🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.
Emotion Recognition Neural Networks
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803
Emotion recognition using DNN with tensorflow
Emopy
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776
A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)
Self Driving Car In Video Games
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729
A deep neural network that learns to drive in video games
Nasbench
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583
NASBench: A Neural Architecture Search Dataset and Benchmark
Neuspell
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541
NeuSpell: A Neural Spelling Correction Toolkit
Samplernn_iclr2017
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507
SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
Multilabel Timeseries Classification With Lstm
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487
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Posecnn
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473
A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes
Neuralnetwork.net
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472
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Augmented Neural Odes
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463
Pytorch implementation of Augmented Neural ODEs 🌻
Deepconvsep
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397
Deep Convolutional Neural Networks for Musical Source Separation
Facedetection_cnn
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309
Multi-view Face Detection Using Deep Convolutional Neural Networks
Hyperspectral Classification
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309
Hyperspectral-Classification Pytorch
Har Stacked Residual Bidir Lstms
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283
Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.
Nsc
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280
Neural Sentiment Classification
Deephyperx
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216
Deep learning toolbox based on PyTorch for hyperspectral data classification.
Bayesian Neural Network Mnist
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212
Bayesian neural network using Pyro and PyTorch on MNIST dataset
End2end_neural_el
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206
Tensorflow In Practise Specialization
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193
Four Courses Specialization Tensorflow in practise Specialization
Quickdraw
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192
A simple implementation of Google's Quick, Draw Project for humans. 🖌️ 🖼️
Unity Neural Network
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185
Simple neural network implemented in C# for Unity3D
Moleculargnn_smiles
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182
The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.
Shape Detection
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158
🟣 Object detection of abstract shapes with neural networks
Lacmus
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155
Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.
Da Rnn
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150
Semantic Mapping with Data Associated Recurrent Neural Networks
Codenn
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150
Summarizing Source Code using a Neural Attention Model - CODENN
Sing
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149
Symbol-to-Instrument Neural Generator
Chinese Speech To Text
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144
Chinese Speech To Text Using Wavenet
Nea
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140
Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks
Alphax Nasbench101
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138
Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search
Graphrec_pytorch
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137
A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)
Coordconv
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133
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
Asr Study
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131
Implementation of all-neural speech recognition systems using Keras and Tensorflow
Cnniqa
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130
[unofficial] CVPR2014-Convolutional neural networks for no-reference image quality assessment
Covidex
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128
A multi-stage neural search engine for the COVID-19 Open Research Dataset
Deep Summarization
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126
Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews
Fastmri Reproducible Benchmark
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122
Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.
Botnet Detection
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122
Topological botnet detection datasets and graph neural network applications
Tensorflow.cifar10
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119
The examples of image recognition with the dataset CIFAR10 via tensorflow.
Sherlock Project
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113
This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.edu.
Rnn Text Classification Tf
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112
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
Bach_ai
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111
LSTM Neural Network that tries to write piano melodies similar to Bach's
Spider Schema Gnn
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110
Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"
Hyperbolic_nn
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107
Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112
Autoint
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107
Implementation of AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
Examples
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103
Fully-working mlpack example programs
Graph Networks
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101
A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined
Umnn
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99
Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.
Neural Code Search Evaluation Dataset
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98
evaluation dataset consisting of natural language query and code snippet pairs
Robot Grasp Detection
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97
Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.
Transnetv2
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90
TransNet V2: Shot Boundary Detection Neural Network
Hand_detection
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88
using Neural Networks (SSD) on Tensorflow. This repo documents steps and scripts used to train a hand detector using Tensorflow (Object Detection API). As with any DNN based task, the most expensive (and riskiest) part of the process has to do with finding or creating the right (annotated) dataset. I was interested mainly in detecting hands on a table (egocentric view point). I experimented first with the [Oxford Hands Dataset](http://www.robots.ox.ac.uk/~vgg/data/hand (the results were not
Hyperopt Keras Cnn Cifar 100
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87
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Sentiment
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85
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
Mayo
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82
Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
Drowsydriverdetection
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81
Drowsy driver detection using Keras and convolution neural networks.
Cpi_prediction
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80
This is a code for compound-protein interaction (CPI) prediction based on a graph neural network (GNN) for compounds and a convolutional neural network (CNN) for proteins.
Cnn Graph Classification
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79
A convolutional neural network for graph classification in PyTorch
Fastneuralstyle
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79
Fast Neural Style for Image Style Transform by Pytorch
Nn Scratch
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74
Coding up a Neural Network Classifier from Scratch
Mxnet E2far
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72
MXNET/Gluon Implementation of End-to-end 3D Face Reconstruction with Deep Neural Networks
Tensorflow Examples
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70
Sample tensorflow code to try on Floyd
Neuron_as_deep_net
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69
Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
Mnist Neural Network Plain Php
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69
A neural network implementation for the MNIST dataset, written in plain PHP
Notmnist To Mnist
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69
A sample of the notMNIST dataset in MNIST format so you can drop new data into your existing MNIST neural nets
Deep Learn Oil
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68
Deep learning tools for predicting oil well data
Dbg Pds Tensorflow Demo
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65
Making predictions on prices in the Deutsche Börse Public Dataset using neural networks
Ijcnn19ensemble
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64
Deep Neural Network Ensembles for Time Series Classification
Triplet Net Keras
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59
Implementation of Triplet Neural Network on keras
Tensorflow Notebooks Examples
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59
Tensorflow Notebook Examples and Tutorials
Mnist Neural Network Plain C
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58
A neural network implementation for the MNIST dataset, written in plain C
Ngnn
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58
[WWW 2019] Code and dataset for "Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks"
Sanas
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58
Stochastic Adaptive Neural Architecture Search
Char Rnn Tensorflow
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58
Multi-layer Recurrent Neural Networks for character-level language models implements by TensorFlow
Ncls Corpora
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57
Datasets for EMNLP-IJCNLP 2019 paper "NCLS:Neural Cross-Lingual Summarization"
Ngcf Pytorch
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57
PyTorch Implementation for Neural Graph Collaborative Filtering
Neural Snowball
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55
Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning
Deeposlandia
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55
Image analysis with deep learning and neural networks
Nce Cnn Torch
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54
Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)
Gtsrb
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51
Convolutional Neural Network for German Traffic Sign Recognition Benchmark
Nn4topopt
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50
Code for "Neural Networks for Topology Optimization"
Music_transcription_maps
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50
Sidenet
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49
SideNet: Neural Extractive Summarization with Side Information
Cnn
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49
Training a convolutional neural network using own picture dataset
Pytorch_basic_nmt
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48
A simple yet strong implementation of neural machine translation in pytorch
Davian Tensorflow
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47
tensorflow tutorial for beginner to intermediate
Nasbench Pytorch
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43
A PyTorch implementation of NASBench
Extreme Adaptation For Personalized Translation
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42
Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"
Cnn Captcha Solving
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42
CAPTCHA solving using Convolutional Neural Networks
Ct Denoising Review
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42
review of CT denoising paper
Deep Learning Resources
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41
A curated list of deep learning resources books, courses, papers, libraries, conferences, sample code, and many more.
3dindoor Scenegraphnet
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40
PyTorch implementation of 'SceneGraphNet: Neural Message Passing for 3D Indoor Scene Augmentation' ICCV 2019
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