leima's repositories
awesome-starcraftAI
A curated list of resources dedicated to StarCraft AI.
awesome-very-deep-learning
🔥A curated list of papers and code about very deep neural networks
baselines
OpenAI baselines: high quality implementations of reinforcement learning algorithms
betago
BetaGo: AlphaGo for the masses, live on github.
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
core50
Core50: a new Dataset and Benchmark for Continuous Object Recognition
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Deep360Pilot-CVPR17
Official Implementation of CVPR 2017 Oral paper "Deep 360 Pilot: Learning a Deep Agent for Piloting through 360◦ Sports Videos"
deeplearning-biology
A list of deep learning implementations in biology
deepmask
Torch implementation of DeepMask and SharpMask
deepvariant
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
dnc
A TensorFlow implementation of the Differentiable Neural Computer.
DNC-1
Implementation of the Differentiable Neural Computer in Tensorflow
EffectiveTensorflow
TensorFlow tutorials and best practices.
Generative-Adversarial-Bots
We compare the performance and human-likeness of conversational chatbots by generating conversation between two bots, and evaluating the response using Turing Tests
gym-starcraft
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
mixup
mixup: Beyond Empirical Risk Minimization
mixup-generator
An implementation of "mixup: Beyond Empirical Risk Minimization"
nmt
TensorFlow Neural Machine Translation Tutorial
openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
openface
Face recognition with deep neural networks.
pytorch-rl
Deep Reinforcement Learning with pytorch & visdom
random-memory-adaptation
Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"
rl-attack-detection
Code for "Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight"
SLP-Core
Your library for dynamic language modeling
SMASH
An experimental technique for efficiently exploring neural architectures.
tf-DNC
Tensorflow implementation of the Differentiable Neural Computer
the-gan-zoo
A list of all named GANs!