theory

There are 22 repositories under theory topic.

• papers-we-love / papers-we-love

  Papers from the computer science community to read and discuss.

  awesomecomputer-sciencemeetuppapersprogrammingread-paperstheory
  Language:Shell 84163
• transferlearning

  jindongwang / transferlearning

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

  deep-learningdomain-adaptationdomain-adaptiondomain-generalizationfew-shotfew-shot-learninggeneralizationmachine-learningmeta-learningpaperpapersrepresentation-learningself-supervised-learningstyle-transfersurveytheorytransfer-learningtransferlearningtutorial-codeunsupervised-learning
  Language:Python 12968

• goq / telegram-list

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

  telegramtelegram-groupcommunitydevopsdevops-teamsdata-sciencedata-science-clubprogrammingnewsbothacker-newscodinglinuxmicrosoftsmmprogramming-languagestheorymachine-learningdeep-learningfrontend
  4434
• pbrtbook

  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

  bookchinesegraphicspbrpbrtphysically-based-renderingrenderingtheorytutorial
  Language:TeX 960

• acmbpdc / openlib.cs

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

  computer-sciencetextbookstheoryuniversityalgorithmsacmopenlibcrash-coursestudy-materiallibrary
  Language:Python 605

• numenta / htmpapers

  Numenta published papers code and data

  htmneocortexnumentapapertheory
  Language:Jupyter Notebook 315

• FortsAndMills / RL-Theory-book

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

  reinforcement-learningdeep-reinforcement-learningrlreinforcement-learning-algorithmstheorybook
  Language:TeX 260

• ContextLab / human-memory

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

  course-materialslecturemathematical-modellingtheorypsychologymemorylearningcourse
  Language:TeX 249
• bastet

  Risto-Stevcev / bastet

  A ReasonML/Ocaml library for category theory and abstract algebra

  abstractabstract-algebraalgebrabucklescriptcategorycategory-theorymonadmonoidpreludereasonreasonmlsemigroupsemigroupoidsemiringtheory
  Language:OCaml 212

• twitchax / kord

  A music theory binary and library for Rust / JS.

  chordsintervalsjazzmusictheoryrust
  Language:Rust 202

• AudioKit / Tonic

  Swift library for music theory

  chordsintervalsmusicscalestheory
  Language:Swift 142

• discus-lang / iron

  Coq formalizations of functional languages.

  coqcoq-formalizationslambda-calculusprooftheory
  Language:Coq 139

• michaeldorner / DecisionTrees

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

  decision-treespapertheorytex
  Language:TeX 123

• Nikolay-Lysenko / readingbricks

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

  knowledge-baselecture-notessearch-enginetf-idftheoryzettelkasten
  Language:Jupyter Notebook 89

• eugenedeon / hitchhikersscatter

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

  flighth-functionlinearmultiplenon-beeriannon-classicalrandomscatteringtheorytransportwiener-hopf
  Language:Mathematica 85

• chromatone / chromatone.center

  Chromatone web site built as a digital garden of music theory and interactive tools to experiment with

  musictheoryvitepressdigitalgardenvitechromatonechordsmelodymetronomesynthvisualization
  Language:Vue 70

• ehmicky / Notes

  Technologies I've learned

  programmingtheory
  Language:sed 62

• KennethEnevoldsen / tomsup

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

  mindtheorytutorialspython
  Language:Jupyter Notebook 61

• sreahw / schuller-quantum

  Source code for lecture notes

  lecturenotesphysicsschullerquantumtheorymechanicshilbertbanachperturbationmeasureintegration
  Language:TeX 61

• expede / teaching-fp

  Techniques, advice, and anecdotes about how to teach Functional Programming

  teachingmaterialhaskellscalaelmclojureracketfunctional-programmingtheoryocamlelixirschemeclojurescriptidrisrustpython
  56

• KazeKaze93 / QA-Theory

  Информация обновляется здесь: https://kaze.gitbook.io/qa-theory/

  qaqatoolsqa-automationtestingmanualtestsinterviewpostmansqllinksautomationautotestfaqjavamanual-testingpythonqa-automation-testqaautomationtheory
  55

• acidvegas / mzk

  🎸 music theory helper 🎵

  chordsguitarguitar-chordsguitar-scalesguitar-theorymusicmusic-theoryscalestheory
  Language:Python 54

• victorqribeiro / googol

  Googol Game or "You should learn when to quit". A JavaScript game.

  googoleulerjavascriptgametheory
  Language:JavaScript 47

• georgiee / angular-workshop-skipbo

  Advanced Angular Workshop with RxJS/Routing/Animations/AI 🐙

  aiangularanimationchallengedragdroprxjstheoryworkshop
  44

• usnistgov / pyPRISM

  A framework for conducting polymer reference interaction site model (PRISM) calculations

  polymermaterials-sciencecorrelation-functionstheoryliquid-state-theorynanocompositemodeling
  Language:Python 36

• isabelle-utp / utp-main

  An implementation of Hoare and He's Unifying Theories of Programming in Isabelle

  isabelleutptheoryunifying-theorieshol
  Language:Isabelle 34

• BrainDynamicsUSYD / nftsim

  C++ library for simulation of multiscale neural field dynamics

  theorysimulationneurosciencebrain-imagingeeg-signals
  Language:C++ 30

• alokwhitewolf / Reinforcement-Learning

  Implementation of various Reinforcement Learning Algorithms

  reinforcement-learningsuttonexplainationpythonmachine-learningmachine-learning-algorithmsreinforcement-learning-algorithmsreinforcement-agentsreinforcement-learning-excercisestheory
  Language:Jupyter Notebook 27

• Billy1900 / Learning-of-Computer-Science

  Awesome! Learning computer science by yourself.

  computer-sciencestudentscalculuslinear-algebratheorymathematicsself-learningcompileroperating-systemdatabasesystemsystem-designsystem-design-interview
  26

• bmedicke / quantum_cryptography

  demonstration of quantum cryptography 🐈 🔐 , one-time pad communication via BB84. repo for our IT Security Master project

  cryptographysecurityquantum-cryptographybobalicequantumphotonsbeam-splitterthorlabslasershardwarejupyter-notebookstheorybb84-protocolmqttrabbitmqdockerdocker-composemcsmaster
  Language:Jupyter Notebook 25

• jorge-ramirez-upm / RepTate

  RepTate (Rheology of Entangled Polymers: Toolkit for Analysis of Theory & Experiment)

  pythonrheologytheoryfittingexperimentaldatabasevisualizationmatplotlibscipynumpypyside6
  Language:Python 25

• stmoreau / general-fe-knowledge

  :star: General Architercture, Front end & Procedure knowledge :star:

  javascripttheoryinterview-preparationinterview-questionsinterview
  21

• AnuragAnalog / Datacamp

  My Solutions to Datacamp projects and courses(datacamp-exercises)

  datacampcoursesmachinelearningsqlrfinancestatisticsanalysisbusinesstheorysolutionsdatacamp-exercisesdata-sciencedatacamp-slidesdatacamp-projectsdatacamp-pythonjupyter-notebooktableau
  Language:Jupyter Notebook 19

• OscarSaharoy / lambda-fibonacci

  js lambda calculus implementation of the fibonacci sequence

  theorylambda-calculusfunctional-programming
  Language:JavaScript 19

• V1raNi / webdev-bootcamp-theory

  Notes from web development bootcamp courses on Udemy by Colt Steele

  javascripttheoryfor-beginnersbeginners-guidenotesexplanationbootcampudemy-course
  19
• Library

  digantamisra98 / Library

  Paper reading list

  deep-learningneural-networksnonlinear-dynamicsoptimizationtheorycomputer-visionmachine-learningabstract-algebracontinual-learning
  17