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algorithms

This repository is for learning and understanding how algorithms work.

all-conv-keras

All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

awesome-deep-nlp

Awesome deep learning based NLP papers and survey, also some awesome machine learning/vision material

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-deepneuroimage

A curated list of awesome deep learning applications in the field of neurological image analysis

awesome-free-deep-learning-papers

awesome-h2o

A curated list of research, applications and projects built using H2O Machine Learning

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rl

Reinforcement learning resources curated

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-streaming

a curated list of awesome streaming frameworks, applications, etc

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

bayarea-dl-summerschool

Torch notebooks and slides for the Bay Area Deep Learning Summer School

caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

caffe-segnet-cudnn5

This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.

cocostuff

The official homepage of the COCO-Stuff dataset.

colorization-tf

A Tensorflow implementation of ECCV2016 paper([Colorful Image Colorization](https://arxiv.org/pdf/1603.08511.pdf))

darknet

Convolutional Neural Networks

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-presentations

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-reinforcement-learning-papers-1

A list of papers and resources dedicated to deep reinforcement learning

deepbench

Benchmarking Deep Learning operations on different hardware

deeplearning

Simple and Cutting-edge Deep Learning Library accelerated with GPU using C++ AMP