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Presentation docs for Statistical Basis Course

asset_allocation_in_reinforcement_learning

HKUST MAFM course project for Asset Allocation in Reinforcement Learning

bestsubsetregression

A BestSubsetRegression method based on Cp, AIC and cross validation.

blogdown

Create Blogs and Websites with R Markdown

boosting-notes

Some Notes for Gradient Boosting Algorithm

chaii-qa

chaii - Hindi and Tamil Question Answering

code-spaces

data-structure-algorithm

My leetcode solution record.

deloitte_insight-data_driven_industry_analysis

My internship output at Deloitte.

distributed-statistical-computing

My class code & Teaching materials of Distributed Statistical Computing 2021 fall in CUFE.

dogs-vs-cats

Using Tensorflow-R to finetune Resnet-50 on Dogs and Cats classification task.

example-code

Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)

funny_plots

Funny Plots Playground

jh3y

jigsaw

Jigsaw Rate Severity of Toxic Comments --Rank relative ratings of toxicity between comments

lasso_lars

An implement for LASSO by LARS Algorithm.

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，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

linux_config

my linux config file

macropower

Profile with dynamic realtime coding stats.

march-machine-learning-mania-2021-ncaam

Predict the 2021 NCAAM Basketball Tournament

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

movie_recommend_knowleagegraph

Python操作Neo4j数据库，知识图谱，根据相似度计算的一个电影推荐的Demo

plotly_book

plotly for R book

principal-components-regression

A Principal-Components-Regression method by using Cp to choose the best number of principal components.

psychological-visualization

Data Processing & Visualization scripts for published Psychological papers.

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

quantaxis

QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

regularization-models

An implement for PCR, PLS and Ridge Regression Model.

spatial-temporal-modeling-with-pm2.5-data

A project about Spatial-Temporal modeling with PM2.5 data. Including Data Analysis, Visualization, Modeling, Onging Paper, Dissertation, Report HTMLs...

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf