terrysun0302 Goto Github PK

adaptivetreatment-length-strategies-in-continuous-time

R code for the paper "Estimating Mean Potential Outcome Under Adaptive Treatment Length Strategies in Continuous Time".

applied-deep-learning

Applied Deep Learning

data-science-notes

数据科学的笔记以及资料搜集

fastbook

The fastai book, published as Jupyter Notebooks

fastmix

R package for FastMix, a pipeline that combines the deconvolution step with the downstream analyses based on linear mixed effects regression (LMER) model.

interview-questions

Interview Questions for Google, Amazon, Apple, etc. 根据超过 2000 篇真实面经整理的腾讯，阿里，字节跳动，Shopee，美团，滴滴高频面试题

itr

juliaboxtutorials

learngit

leetcode

leetcode解法和思路总结

machine-learning-systems-design

A booklet on machine learning systems design with exercises

machine_learning_tutorials

Code, exercises and tutorials of my personal blog ! 📝

nn4nlp-concepts

A repository of concepts related to neural networks for NLP

optimal-treatment-regimes-qal

R code for the paper "On estimation of optimal treatment regimes for maximizing quality adjusted survival time"

partly-constant-varying-coefficient-models

R code for the paper "Partly-constant Varying Coefficient Models for Censored Data"

practical_python_programming

北邮《Python编程与实践》课程资料

practicalai

📚 A practical approach to machine learning to enable everyone to learn, explore and build.

python-100-days

Python - 100天从新手到大师

pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

pytorch-deep-learning

Deep Learning with PyTorch

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

slt_script

A script for the statistical learning theory course at ETH

solutions-of-reinforcement-learning-an-introduction-sutton-2nd

Solutions for Reinforcement Learning, An Introduction

some-exercise-solutions-of-esl

survtmlerct

TMLE for survival outcomes with efficiency guarantees

terrysun0302.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

try-leetcode-