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ai-feynman

asoiaf

Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga

awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources

bnlearn

Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

cascading-decision-tree

Open-source code for paper CDT: Cascading Decision Trees for Explainable Reinforcement Learning

chartseer

ChartSeer: Interactive Steering Exploratory Visual Analysis with Machine Intelligence

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cloudtechbus

Materials for CTB courses

cpsat-primer

Using and Understanding ortools' CP-SAT: A Primer and Cheat Sheet

cyberbattlesim

An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.

data-science

Collection of useful data science topics along with code and articles

data-science-workshop

NYU Shortcourse -- "Data Science and Social Science" materials

data_engineering_python

datapane

Datapane is the easiest way to create data science reports from Python.

deap

Distributed Evolutionary Algorithms in Python

deep_learning_prediction_intervals

ICML paper 'High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach'

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dvd_es

Code from the paper "Effective Diversity in Population Based Reinforcement Learning", presented as a spotlight at NeurIPS 2020. This is the Evolution Strategies implementation, but of course the method can be used for gradient based RL algorithms (e.g. TD3).

elf

An End-To-End, Lightweight and Flexible Platform for Game Research

evojax

exstracs_2.0

Extended Supervised Tracking and Classifying System (ExSTraCS) Version 2.0.2 Beta (Python 3.5)

funsearch

g4p

Gym Grammar Guided Genetic Programming

google-research

Google Research

gp-gomea

Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP

gplearn

Genetic Programming in Python, with a scikit-learn inspired API

gplpy

Grammar-Guided Genetic Programming Library

interpretable-ml-class.github.io

Explainable AI: From Simple Rules to Complex Generative Models

jaal

Your interactive network visualizing dashboard

l2d

Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"