David Tsai's starred repositories
Awesome-Quant-Machine-Learning-Trading
Quant/Algorithm trading resources with an emphasis on Machine Learning
qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
pytorch_geometric
Graph Neural Network Library for PyTorch
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
DataEngineeringProject
Example end to end data engineering project.
awesome-ml-internships
List of companies offering Machine learning and Data Science internships
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
FirstCourseNetworkScience
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
google-research
Google Research
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
microsoft-internships
Advice on how to get hired for the 2 most popular SWE-oriented Microsoft internships
Summer2024-Internships
Collection of Summer 2024 tech internships!
Udacity-Data-Engineering-Projects
Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
leetcode-patterns
A pattern-based approach for learning technical interview questions
HowToLiveLonger
程序员延寿指南 | A programmer's guide to live longer
Beyond-LeetCode-SQL
Analysis of SQL Leetcode and classic interview questions, common pitfalls, anti-patterns and handy tricks. Sample databases.