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Pytorch Book ⭐ 11,409

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Deepface ⭐ 8,993

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Nn Svg ⭐ 4,193

Publication-ready NN-architecture schematics.

Deep Learning Model Convertor ⭐ 3,197

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

Hierarchical Localization ⭐ 2,653

Visual localization made easy with hloc

Simplehtr ⭐ 1,719

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Neuralnetworks ⭐ 1,224

java deep learning algorithms and deep neural networks with gpu acceleration

Merlin ⭐ 1,189

This is now the official location of the Merlin project.

Machinelearning ⭐ 1,029

Machine learning algorithms implemented by pure numpy

3d Reconstruction With Deep Learning Methods ⭐ 653

List of projects for 3d reconstruction

Deep Learning With Pytorch Chinese ⭐ 413

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

Carefree Learn ⭐ 400

Deep Learning ❤️ PyTorch

Ml Examples ⭐ 381

Arm Machine Learning tutorials and examples

Kerasdeepspeech ⭐ 244

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

Tensorflow Xnn ⭐ 241

Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.

Coursera_deep_learning ⭐ 233

This something about deep learning on Coursera by Andrew Ng

Understanding_tensorflow_nn ⭐ 212

🔮Getting started with TensorFlow: Classifying Text with Neural Networks

Verisilicon Tensor Interface Module

Nn Transfer ⭐ 194

Convert trained PyTorch models to Keras, and the other way around

Awesome Deep Reinforcement Learning ⭐ 181

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Deepeeg ⭐ 180

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

Twitter Hatespeech ⭐ 156

Deep Learning models to detect hate speech in tweets

[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans

Jiro Nn ⭐ 113

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

Neuroflow ⭐ 85

Awesome deep learning crate

Neural Networks ⭐ 82

practical introduction to Python for neural networks, with keras and tensorflow - Oct 2016

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Neural Networks For Low Level Image Processing ⭐ 56

This is a collection of works on neural networks for low level image processing.

Model and predict short DNA sequence features with neural networks

Function prediction using a deep ontology-aware classifier

Windowstorch ⭐ 44

Windows binary build of the Torch machine learning framework

Prunnable Layers Pytorch ⭐ 43

Prunable nn layers for pytorch.

Mobilenet_v1_stm32_cmsis_nn ⭐ 40

Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support

Nn Stochvol Calibrations ⭐ 37

We implement the paper: Deep Learning Volatility

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Ardupi Ecg ⭐ 28

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

Deep Learning With Gdp Tensorflow ⭐ 26

Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"

Yet Another Neural Network Library 🤔

Kaggle Avito Nn ⭐ 23

The 18th Place Solution to Avito Demand Prediction Challenge

Poker with Deep Reinforcement Learning, multi processing, genetic algorithms

Printed Chinese Character Ocr ⭐ 18

This is a Chinese Character ocr system based on Deep learning (VGG like CNN neural net work),this rep include trainning set generating,image preprocesing,NN model optimizing based on Keras high level NN framwork

Cheatsheets Ai Fork ⭐ 18

Cheat Sheets for deep learning and machine learning.

To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN and proposed LPINN with periodic boundary conditions

Tagnn Pdtb ⭐ 17

Tag-enhanced Tree-Structured NN for discourse relation classification.

Haskell Vae ⭐ 17

Learning about Haskell with Variational Autoencoders

Credit Card Fraud ⭐ 17

Malware_classification ⭐ 17

Transfer Learning for Image-Based Malware Classification

Hitszqabot ⭐ 17

招生咨询信息问答系统

Arm_nn_examples ⭐ 16

How to run deep learning model on microcontroller with CMSIS-NN

Deep Learning Models ⭐ 15

Implementing from scratch: NN, RNN, LSTM, GRU and CNN using theano.

Understanding_pytorch_nn ⭐ 14

🔮Getting Started with Pytorch: Text Classification Tutorial

Real Time Face Recognition ⭐ 14

即時人臉辨識(使用OpenCV與FaceNet)

Timeserieslearning ⭐ 14

The project aimed to implement Deep NN / RNN based solution in order to develop flexible methods that are able to adaptively fillin, backfill, and predict time-series using a large number of heterogeneous training datasets.

Genetic_deep_learning ⭐ 13

Cct Tutorial ⭐ 13

Learn how to use CCT!

Systemml Nn ⭐ 12

A deep learning library for Apache SystemML.

Awesome Data Science ⭐ 12

Laundry List of Data Science / ML /AI resources available online

Learning 15x15 gomoku from zero!

A minimalistic header only C++11 Neural Network library based on Eigen::Tensor

Embeddednn ⭐ 10

A collection of works aiming at deploying NN in embedded systems

Website Categories Nn ⭐ 9

Build a deep learning model predicting categories from dmoz datasource

Deeplearningresources ⭐ 9

Links to Text, Code and Demos for Deep Learning Meetups

Tensor_rnn ⭐ 9

An implementation of various tensor-based decomposition for NN & RNN parameters

Deeplearning ⭐ 8

Deep Learning track / hackdays

Deep Reinforcement Learning to Play 2048 (with Keras)

Neural Network Model Manipulations ⭐ 7

Simple examples demonstrating techniques of deep learning model manipulation.

Deep learning library for CCT

Bachelor Thesis ⭐ 7

Deep Learning Algorithms Applied to Blockchain-Based Financial Time Series

Deep Learning Api Example ⭐ 7

Machine/Deep Learning open source

Keras Deep Learning Tutorial ⭐ 7

A deep learning tutorial for students as a python jupyter notebook

Tensorflowsimapp ⭐ 6

Deep_learning_coursera Machine_learning_coursera ⭐ 6

NG深度学习机器学习Coursera视频作业

Nn_generator ⭐ 6

Allows to build and train simple NN by providing a config file

A pair of deep convolutional enoder-decoder networks that take 2D diffraction data and output the corresponding structure and phase

Mixturedensity ⭐ 5

Mixture Density Network Demo in Pytorch

Deep Learning Cnn ⭐ 5

NN and CNN implementation from scratch in PyTorch with data loading, training, and evaluation phase on CIFAR 100 image dataset

Nn Additional Losses ⭐ 5

A collection of losses not part of pytorch standard library particularly useful for segmentation task

Numpy implementation of deep learning

Cavs: An Efficient Runtime System for Dynamic Neural Networks

Pypytorch ⭐ 5

PyPyTorch is a simple deep learning framework implemented by Python3

Deep_learning ⭐ 5

Deep Learning - Code Hub: A repository for deep learning projects which includes simple basic functions, experimental projects and paper implementations.

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