Mincai Lai's repositories
NTU-ReinforcementLearning-Notes
国立**大学李宏毅老师讲解的深度强化学习学习笔记
Torch-RecHub
A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.
multi_task_learning
Multi-task Learning Model for Recommender Systems
keras-recommenders
recommenders based Keras
CS277-Project-DRL-in-Portfolio-Management
the final project of CS277 in ShanghaiTech University
IntroRL_Example
Implement Examples of Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto
leetcode-master
LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
text_analysis
一些文本分析与可视化
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
ChineseNlpCorpus
搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。
DataCompetiton_Train
用来练习的一些数据挖掘竞赛案例
deep_learning_estimator_labels
深度学习，针对多目标任务，在推荐算法的ctr预估等场景中的应用，项目使用tensorflow estimator进行封装，包括esmm、mmoe模型
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
numpy-ml
Machine learning, in numpy
PRML
PRML algorithms implemented in Python
pysc2-rl-agent
(D)RL Agent For PySC2 Environment. Close replication of DeepMind's SC2LE paper architecture.
Reinforcement-learning-1
Modular implementations of reinforcement learning algorithms with PyTorch
rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
SCML_dlc
Assignments for CS294-112.
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
Tencent2020_Rank1st
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
torch-rechub-datawhale
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.