kgl-prml's repositories

AlphaGo

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

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awesome-deep-learning

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

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awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

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caffe-cvprw15

Implementation of the Deep Learning of Binary Hash Codes

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caffe-googlenet-bn

re-implementation of googlenet batch normalization

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CF2

Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)

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CNTK

Computational Network Toolkit (CNTK)

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convnet-benchmarks

Easy benchmarking of all public open-source implementations of convnets

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convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

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crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

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CUV

Matrix library for CUDA in C++ and Python

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deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

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deep-residual-networks

Deep Residual Learning for Image Recognition

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deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe

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dqn

Deep Q-learning with Caffe on Space Invaders

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fast-rcnn

Fast R-CNN

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genadv_tutorial

TensorFlow tutorial on Generative Adversarial Models

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google_inception_v3_for_caffe

Google Inception (deepdream) v3 for Caffe

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mxnet

efficient, flexible, distributed deep learning framework

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pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

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PRMLT

Pattern Recognition and Machine Learning Toolbox

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python-machine-learning-book

Python Machine Learning code repository

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python3-in-one-pic

Learn python3 in one picture.

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Qix

Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning

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smile

Statistical Machine Intelligence & Learning Engine

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styleguide

Style guides for Google-originated open-source projects

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tdb

Interactive, node-by-node debugging and visualization for TensorFlow

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zh-google-styleguide

Google 开源项目风格指南 (中文版)

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