zhenhua-18

pytorch-GAN-timeseries

GANs for time series generation in pytorch

TPA-LSTM

Temporal Pattern Attention for Multivariate Time Series Forecasting

Inverse-Reinforcement-Learning

Implementations of selected inverse reinforcement learning algorithms.

PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

importance-sampling

Code for experiments regarding importance sampling for training neural networks

rllabsharp

TRPO with Stein Control Variates

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

bootstrapped_dnn

Bootstrapped Deep Neural Network Implementation in Tensorflow

vel

Velocity in deep-learning research

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

irl_library

Probabilistc_Machine_Learning_Models

This Repository contains various probabilistic Machine Learning models for regression tasks

HwangMinwoo.github.io

Blog

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

nstep_airl

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Python

All Algorithms implemented in Python

ML-from-scratch-python

Implementations of common ML algorithms from scratch using only basic libraries like numpy.