Machine Learning / Deep Learning Contents in Mobility Industry(Transportation)

Transportation Networks for Research

Quant/Algorithm trading resources with an emphasis on Machine Learning

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…

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 l…

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Must-read papers on prompt-based tuning for pre-trained language models.

Animation engine for explanatory math videos

Code for the manim-generated scenes used in 3blue1brown videos

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

A collection of important graph embedding, classification and representation learning papers with implementations.

Must-read papers on graph neural networks (GNN)

Graph Neural Network Library for PyTorch

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Example end to end data engineering project.

List of companies offering Machine learning and Data Science internships

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

A repository of pretty cool datasets that I collected for network science and machine learning research.

A curated list of awesome places to learn and/or practice algorithms.

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

Google Research

A playbook for systematically maximizing the performance of deep learning models.

Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS

Advice on how to get hired for the 2 most popular SWE-oriented Microsoft internships

Collection of Summer 2025 tech internships!

👔 A collection of cv and resume templates written in LaTeX. Leave an issue if your language is not supported!

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.

Roadmap to becoming a data engineer in 2021

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）

A pattern-based approach for learning technical interview questions