iofall's starred repositories
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.
ai-fundamentals
Code samples for AI fundamentals
course-starter-python
👩🏫🐍 Starter repo for building interactive Python courses
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
hypothesis
Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
GeostatsPy_Intro_Course
Introduction to spatial data analytics and machine learning with GeostatsPy Python package
mentored-sprints-website
💻 Website for the mentored sprints
community-handbook
📝 Field notes for running sprints!
summer-2020-internships
A document to help undergraduates keep track of software engineering internship opportunities.
readthedocs.org
The source code that powers readthedocs.org
city-scrapers
Scrape, standardize and share public meetings from local government websites
Research-Internships-for-Undergraduates
List of Research Internships for Undergraduate Students
gpt-2-output-dataset
Dataset of GPT-2 outputs for research in detection, biases, and more
A-to-Z-Resources-for-Students
✅ Curated list of resources for college students
matplotlib-tutorial
Matplotlib tutorial for beginner
gh-docs-boilerplate
The basic documentation that should be included in any project on github.