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ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

awesome-deep-learning-papers

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

caffe2

This is currently an experimental refactoring of Caffe.

caffenet-benchmark

Evaluation of the CNN design choices performance on ImageNet-2012.

chainer-simple-fast-rnn

Chainer's simple implementation of fast R-CNN

darkforestgo

DarkForest, the Facebook Go engine.

deep-compression-alexnet

Deep Compression on AlexNet

deep-residual-networks

Deep Residual Learning for Image Recognition

deepdraw

Notebook example of how to generate class visualizations with Caffe

deepproposal

code for DeepProposal paper presented in ICCV 2015

digits

Deep Learning GPU Training System

dl-benchmarks

Comparative Study of Deep Learning Software Frameworks

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dppnet

DPPnet: Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction

face-resources

fitnets

FitNets: Hints for Thin Deep Nets

free-programming-books

:books: Freely available programming books

hdbscan

A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

home_surveillance

Home surveillance system with facial recognition

imagenet_utils

:arrow_double_down: Utils to help download images by id, crop bounding box, label images, etc.

jda

C++ implementation of Joint Cascade Face Detection and Alignment.

kmcuda

Large-scale K-means implementation on NVIDIA GPU / CUDA

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

persistent-rnn

Fast Recurrent Networks Library

research

comma.ai for the people to experiment with

resume

An elegant \LaTeX\ résumé template

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

server218

2016.09.30-2016.10.04：重装8服务器系统，并配置环境

squeezenet-residual

residual-SqueezeNet