theory

Papers from the computer science community to read and discuss.

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

List of telegram groups, channels & bots // Список интересных групп, каналов и ботов телеграма // Список чатов для программистов

pbrt 中文整合翻译 基于物理的渲染：从理论到实现 Physically Based Rendering: From Theory To Implementation

📚 A Collection of Free & Open Resources for University Coursework in Computer Science.

Numenta published papers code and data

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Course materials for Dartmouth course: Human Memory (PSYC 51.09)

A music theory binary and library for Rust / JS.

A ReasonML/Ocaml library for category theory and abstract algebra

Swift library for music theory

Coq formalizations of functional languages.

Chromatone is a digital garden of visual music theory and a collection of visual music instruments

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

Documentacion tecnica en formato de preguntas-respuestas y teoria sobre diversos temas de tecnologia y programacion.

Codebase to accompany the book: A Hitchhiker’s Guide to Multiple Scattering

A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.

This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.

Source code for lecture notes

tomsup 👍 Theory of Mind Simulation using Python. A package that allows for easy agent-based modelling of recursive Theory of Mind