theory 开源项目推荐（604 个）

papers-we-love /papers-we-love

计算机科学界可供阅读和讨论的论文。

jindongwang /transferlearning

迁移学习/领域适应/领域概括/多任务学习等。论文、代码、数据集、应用程序、教程。-迁移学习

goq /telegram-list

List of telegram groups， channels & bots / / 感兴趣的组、频道和电报机器人列表 / / 程序员聊天列表

kanition /pbrtbook

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

AlexGalhardo /computer-science-fundamentals

通过理论测验题和实践迷你项目学习计算机科学基础。一步一个脚印 🐢

acmbpdc /openlib.cs

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

EurekaClaw /EurekaClaw

EurekaClaw 的官方仓库

FortsAndMills /RL-Theory-book

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

numenta /htmpapers

Numenta published papers code and data

ContextLab /human-memory

达特茅斯课程材料：人类记忆（PSYC 51.09）

twitchax /kord

A music theory binary and library for Rust / JS.

Risto-Stevcev /bastet

A ReasonML/Ocaml library for category theory and abstract algebra

AudioKit /Tonic

Swift library for music theory

chromatone /chromatone.center

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

discus-lang /iron

Coq formalizations of functional languages.

michaeldorner /DecisionTrees

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

denulemos /DevDojo

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

Furyton /awesome-language-model-analysis

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.

eugenedeon /hitchhikersscatter

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

Nikolay-Lysenko /readingbricks

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