Popular GitHub Repositories for Computational Economics

Investment Research for Everyone, Everywhere.

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.

NMA Computational Neuroscience course

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

Tutorial code on how to build your own Deep Learning System in 2k Lines

Learn Japanese grammar with TypeScript

A deep learning package for many-body potential energy representation and molecular dynamics

Glisp is a Lisp-based design tool that combines generative approaches with traditional design methods, empowering artists to discover new forms of expression.

ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.

Curated List: Practical Natural Language Processing done in Ruby

Thai natural language processing in Python

Brian is a free, open source simulator for spiking neural networks.

Unsupervised text tokenizer focused on computational efficiency

A high-performance topological machine learning toolbox in Python

CTR prediction model based on spark(LR, GBDT, DNN)

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

Computational Fluid Dynamics in JAX

BookNLP, a natural language processing pipeline for books

A list of schools and researchers in computational neuroscience

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017