thesouther Goto Github PK

cnn_with_numpy

卷积神经网络（Convolutional Neural Networks, CNN），只使用python基础库搭建。

coach

Reinforcement Learning Coach by Intel® AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

docs.zenuml.com

The ZenUML documentation website

douzero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

env_py3

machine-learning testing

geneticalgorithm_for_rl

Genetic-Algorithm learning withPython

learn2spinningup

learn_pymarl

学习pymarl的代码，

leetcode

problems on oj and leetcode

lstm-cnn-crf-ner

大数据分析作业2

machine_learning

机器学习资料

machinelearningandmatrixanalysis

Machine Learning and Matrix Analysis

marl

多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等

matrix_analysis

matrix_analysis, assignment and code

ml

机器学习算法复现

mynotes

notes

note_images

图床

pdfminer3k

pysc2_tutorial

Create a python AI for StarCraft 2 (SC2) based on python-sc2

reinforcementlearing

rlbook-sutton

Sutton 强化学习书籍的代码实现和课后题的解答

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

thesouther.github.io

blog

ucas_courses

all courses' homework

ucasthesis

LaTeX Thesis Template for the University of Chinese Academy of Sciences