dianalyx

Adventures-In-Reinforcement-Learning

This repository contains code for different implementations of assorted reinforcement learning algorithms (evolutionary ones as well). My aim is to create a place where algorithms can be explored and manipulated easily, and implemented on interesting environments.

android-training-course-in-chinese

Google Android官方培训课程中文版

Cylinder2DFlowControlGeneral

Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning

Direct-and-Iterative-Solver-of-Linear-Systems

In this paper, we will be evaluating numerical methods for direct and iterative solvers of linear systems. From class we have discussed the various methods; Gauss elimination with pivoting techniques, Jacobi Iterative Method, Gauss-Seidel Iterative Method, Successive Over-Relaxation Method, Iterative Refinement Method, and Conjugate Gradient Method. In this paper, using Python programming language, we will discuss how each method evaluates various linear systems of equations, and then we will discuss the complexity, accuracy, and stability of each method

javascript-koans

Koans to learn Javascript

leetcode

LeetCode Problems' Solutions

oh-my-zsh

A community-driven framework for managing your zsh configuration. Includes 120+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, macports, etc), over 120 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

pcfg_cracker

Probabilistic Context Free Grammar (PCFG) password guess generator

PHP-CPP

Library to build PHP extensions with C++

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

dianalyx/Cylinder2DFlowControlGeneral

Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning

dianalyx/Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

dianalyx/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

dianalyx/CS234-Reinforcement-Learning-Winter-2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

dianalyx/cvxpylayers

Differentiable convex optimization layers

dianalyx/Cylinder2DFlowControlDRL

code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning

dianalyx/Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

dianalyx/Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

dianalyx/deep_rl

PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, SAC-AEA)

dianalyx/DragGAN

Code for DragGAN (SIGGRAPH 2023)

dianalyx/GPT-SoVITS

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

dianalyx/gym

A toolkit for developing and comparing reinforcement learning algorithms.

dianalyx/human-level-control-through-deep-reinforcement-learning

A jax/stax implementation of: Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A.A., Veness, J., Bellemare, M.G., Graves, A., Riedmiller, M., Fidjeland, A.K., Ostrovski, G. and Petersen, S., 2015. Human-level control through deep reinforcement learning. nature, 518(7540), pp.529-533.

dianalyx/ICM-PPO-implementation

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML

dianalyx/introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

dianalyx/policy_based_RL

The implement of the policy gradient RL algorithm with pytorch

dianalyx/PPO-Implementation-Deep-Dive

dianalyx/PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

dianalyx/reinforcement-learning

A collection of various concepts described in the book Reinforcement Learning - An Introduction

dianalyx/Reinforcement-Learning-DQN-Pendulum-v0-

dianalyx/revisiting-ppo

dianalyx/RL3linkFish

Learning to swim in potential flow via reinforcement learning

dianalyx/robust-nn-control

Enforcing robust control guarantees within neural network policies

dianalyx/smarties

Lightweight and scalable framework for Reinforcement Learning

dianalyx/Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

dianalyx/TicTacToeEnv

dianalyx/tutorials

PyTorch tutorials.

dianalyx/word-embedding-creation

A project to create your very own word embeddings

dianalyx/Youtube-Code-Repository

Repository for most of the code from my YouTube channel

dianalyx/yuexinliu.github.io