Math
Mathematics: proofs, geometry, calculus, linear algebra, probability, statistics, and math explained visually.
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Deep Learning: Foundations and Concepts bishopbook.com
A probability-grounded treatment by Christopher and Hugh Bishop.
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The Magic Tricks of Testing youtube.com
Minimalistic ideals as a practical and pragmatic approach to software testing 🎥.
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PyQtGraph pyqtgraph.org
A pure-python graphics and GUI library built on PyQt4 / PySide and numpy. It is intended for use in mathematics / scientific / engineering applications.
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Math for Programmers manning.com
Early access
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The Math Behind Artificial Intelligence freecodecamp.org
A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.
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Data School dataschool.io
Data science tutorials for beginners!
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DataDriven - SQL, Python, and Data Modeling Interview Questions datadriven.io
Interview practice with SQL query execution, Python, and data modeling exercises.
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Weights & Biases wandb.com
Experiment tracking, model optimization, and dataset versioning.
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QuiddityML quiddityml.com
Short lessons with hands-on coding exercises and spaced repetition, covering Python, PyTorch, math for ML, ML foundations, NLP, and computer vision.
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Coursera Natural Language Processing Specialization coursera.org
Teaches how to use machine learning to understand and manipulate human language. It requires a working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & statistics.
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Textbook mitpress.mit.edu
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Trigonoparty! ramesaliyev.com
[show me the code] • Simple trigonometry visualisation.
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Mathematical Components math-comp.github.io
Formalization of mathematical theories, focusing in particular on group theory.
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BLAS netlib.org
application programming interface standard for publishing libraries to perform basic linear algebra operations such as vector and matrix multiplication.
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blaze bitbucket.org
high-performance C++ math library for dense and sparse arithmetic. [BSD]
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Visual Paradigm visual-paradigm.com
All-in-one UML, SysML, BPMN modeling platform.
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H2O h2o.ai
Fast statistical, machine learning & math runtime.
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ML/AI Interview Prep github.com
500+ ML/AI interview Q&A with runnable code — covers ML fundamentals, deep learning, NLP, PyTorch, scikit-learn pipelines, and system design
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MathComp School github.com
Coq sources for lessons and exercises that introduce the SSReflect proof language and the Mathematical Components library.
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matrix github.com
A clean, generic, zero-dependency matrix math package for Go with support for arithmetic, decompositions, and linear system solving.
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Network Science: Models, Mathematics, and Computation github.com
Undergraduate lecture notes in network science featuring custom CSS and companion live-coding notebooks via Google Colab. (see https://network-science-notes.github.io/).
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Docker-MathComp github.com
Docker images for many combinations of versions of Coq and the Mathematical Components library.
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mexce github.com
A single-header, dependency-free JIT compiler for scalar mathematical expressions that generates optimized x87 FPU machine code. [BSD]
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Transmodel and IFF to GTFS github.com
Imports and syncs (Transmodel) BISON Koppelvlak1, IFF (a format written by HP/EDS, somewhat similiar to ATCO CIF) to import timetables of the railway networks. The internal pseudo-NETeX datastructure allows to export to GTFS and there are proof-of-concepts to export to other…
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foblex2D github.com
Angular library for 2D geometry with utilities for points, lines, vectors, shapes, and transformations, used in Foblex Flow.
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MathComp Extra github.com
Extra material for the Mathematical Components library, including the AKS primality test and RSA encryption and decryption.
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vstats github.com
A dependency-free Linear Algebra, Statistics, and Machine Learning library written from scratch in V.
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lalg github.com
Interface to dense linear algebra packages.
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qcomplex github.com
Elixir library implementing complex numbers and math operations for them.
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caustic github.com
Elixir cryptocurrency library for Bitcoin, Ethereum, and other blockchains. Includes cryptography, number theory (prime, congruence), and general mathematics library for exploratory math.
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Puiseuxth github.com
Proof of Puiseux's theorem and computation of roots of polynomials of Puiseux's series.
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godot-math github.com
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mmath github.com
A library for performing math on number 'arrays' in binaries.
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Swifty Mathematics github.com
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geojson-multiply github.com
merge normal geojson features into one multi geometry type feature
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Shrink github.com
Gives an insight into the usage of your media library similar to a disk usage statistics viewer for your hard drives, also shows you which items are being used and published, so you can easily find media items that unnecessarily take up space in your database and offers you…
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geometry-rust-version github.com
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geometry-datetime github.com
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raymondware/focusmode.nvim github.com
Pomodoro and deep-work timer with configurable intervals, distraction blocking, session statistics, and a dashboard.
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tau github.com
Provide the famous mathematical constant, tau, τ = 6.2831....
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MatProInterface.go github.com
MatProInterface.go is an open source package for defining mathematical programs (e.g., convex optimization problems) in Go.
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no-argument-spread github.com
Lints against expressions like Math.max(...args) that can lead to a stack overflow for large arrays.
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Scriptable-lichess-Widget github.com
Your current lichess statistics.
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JUnit KPI Reporter from JMeter Dashboard Statistics JSON File github.com
Tool to generate JUnit Report based on custom KPIs applied to the JMeter Dashboard Statistics JSON file.
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Golem Stats backend github.com
Backend of the Golem Network Statistics page including API endpoint URLs.
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Cache Processing Instance github.com
A proof-of-concept for a dedicated HTML cache processing instance.
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geometry-hydrate github.com
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geometry-npm-package-version github.com
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MultiProcessing github.com
A proof of concept for multiprocessing in GameMaker.
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arcgis-geometry-calculations github.com
Web application to create and grab ArcGIS geometry calculations.
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