6439 Open source projects that are alternatives of or similar to Deep Learning Python

Try out deep learning models online on Google Colab

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

PyTorch tutorial for learners

DLTK Model Zoo

A deep generative model library in Theano and Lasagne

A collection of all projects pertaining to different layers in the SDC software stack

🙄 Difficult algorithm, Simple code.

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

Hiding Images within other images using Deep Learning

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪目前人工智能（AI）的深度学习（DL）开源项目，并尽可能地罗列目前的开源项目，同时加入了一些曾经研究过的代码。通过这些开源项目，使初次接触AI的人们对人工智能（深度学习）有更清晰和更全面的了解。

Deep Learning libraries tested on images and time series

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

This is Andrew NG Coursera Handwritten Notes.

Learn applied deep learning from zero to deployment using TensorFlow 1.8+

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

CardIO is a library for data science research of heart signals

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

RNN benchmarks of pytorch, tensorflow and theano

An implementation of "mixup: Beyond Empirical Risk Minimization"

Documentation:

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

RAD: Reinforcement Learning with Augmented Data

Deep Neural Network for Sentiment Analysis on Twitter

Materials for the course of machine learning at Imperial College organized by Yandex SDA

Deep Learning Projects that Build Themselves

Action recognition using soft attention based deep recurrent neural networks

📢 Ready to learn or review your knowledge!

MIT-6.S094: Deep Learning for Self-Driving Cars Assignments solutions

Reimplementation of DRAW

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

中文 Python 笔记

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

https://arxiv.org/abs/1707.00836

List of papers, code and experiments using deep learning for time series forecasting

💻 Make machines learn so that you don't have to struggle to program them; The ultimate list

Pruning and other network surgery for trained TF.Keras models.

Theano implementation of XNOR-Net

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

This toolbox is support material for the book on CNN (http://www.convolution.network).

Data Reading Blocks for Python

Create automatic playlists by using Deep Learning to *listen* to the music

VDSR (CVPR2016) pytorch implementation

Collection of iris classifcation program for teaching purpose

My Solution to Assignments of CS231n in Winter2016

Implementation of the Sliced Wasserstein Autoencoders

Breast Cancer Classification using CNN and transfer learning

SImple notebook and dataset to demonstrate classification in TensorFlow

Image Tampering Detection using ELA and CNN

Jupyter Notebook + Python code of twitter sentiment analysis

Notebooks para comenzar desde cero en data science (en español)

Deep Variational Reinforcement Learning

AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.