Popular GitHub Repositories for Automata Theory

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Probabilistic language based on pattern matching and constraint propagation, 153 examples

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

Fast and flexible AutoML with learning guarantees.

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Datasets, tools, and benchmarks for representation learning of code.

Artificial intelligence for the Snake game.

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

List of papers studying machine learning through the lens of category theory

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Agent-based modeling framework in Julia

AI tutor powered by Theory-of-Mind reasoning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

A research tool for the Iterated Prisoner's Dilemma

Automata: A self-coding agent

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Lecture notes on Bayesian deep learning

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

A complete and open application for automatic backing tracks generation.