kgl-prml's repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-python-books
如果有人让你推荐 Python 技术书,请让他看这个列表
caffe
Caffe: a fast open framework for deep learning.
CommAI-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130
dcgan_code
Deep Convolutional Generative Adversarial Networks
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
deep-reinforcement-learning-papers-1
A list of papers and resources dedicated to deep reinforcement learning
fb-caffe-exts
Some handy utility libraries and tools for the Caffe deep learning framework.
fusenet
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
kerlym
KEras Reinforcement Learning gYM agents
lab
A customisable 3D platform for agent-based AI research
Lasagne
Lightweight library to build and train neural networks in Theano
malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
ml-videos
A collection of video resources for machine learning
NNProject_DeepMask
Deep Neural Network for object segmentation.
optimize-net
OptNet - Reducing memory usage in torch neural nets
Paddle
PArallel Distributed Deep LEarning
papers
Collection of papers
pixel-cnn
adaptation of PixelCNN
simple_dqn
Simple deep Q-learning agent.
TorchCraft
Connecting Torch to StarCraft
unreal
Reinforcement learning with unsupervised auxiliary tasks
vae_tutorial
Caffe code to accompany my Tutorial on Variational Autoencoders
wide-residual-networks
95.8% and 80% on CIFAR-10 and CIFAR-100
wide_residual_nets_caffe
training wide residual networks in caffe