ylf-li Goto Github PK

animl

Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".

atari-rl

Atari - Deep Reinforcement Learning algorithms in TensorFlow

caffe-deepbinarycode

:crown: Supervised Semantics-preserving Deep Hashing (SSDH)

cnn_lstm

cod2

Alleviating the estimation bias of deep deterministic policy gradient via co-regularization

congan

Tensorflow implement Image contour detection with Generative Adversarial Encoder-Decoder Networks

contourgan

Tensorflow for ContourGAN: Image Contour Detection with Generative Adversarial Encoder-Decoder Networks

curiosity-driver-in-reinfrocement-learning

Some papers and corresponding blog of Curiosity Driver in Reinfrocement Learning

deep-constraint-binary-code

Deep constraint binary code based on CNN with implement of CAFFE

deep-visualization-toolbox

DeepVis Toolbox

dsb2017

The solution of team 'grt123' in DSB2017

homework

Assignments for CS294-112.

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

mil

Code for "One-Shot Visual Imitation Learning via Meta-Learning"

minatar

models

Models and examples built with TensorFlow

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms

paper_notes

This will contain my notes for research papers that I read.

pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

rcf-tensorflow

Richer Convolutional Features for Edge Detection

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-papers

My notes on reinforcement learning papers

reinforcement-learning-with-tensorflow

Reinforcement learning tutorials

rl

An advanced course on reinforcement learning offered at Columbia University IEOR in Spring 2018

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

show_attend_and_tell.tensorflow

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API