freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
- learn-to-code
- nonprofits
- programming
- nodejs
Repository Index
47,133 repositories indexed
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FCC China open source codebase and curriculum. Learn to code and help nonprofits.
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
- cpp
- algorithm
- algorithms-implemented
- data-structures
Algorithms and Data Structures implemented in JavaScript for beginners, following best practices.
- algorithm
- algorithm-challenges
- data-structures
- cryptography
Translated✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% | LeetCode solutions
- leetcode
- golang
- go
- leetcode-golang
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
- algorithms
- data-structures
- datastructures
- c
A collection of algorithms and data structures
- algorithms
- linear-algebra
- graph-theory
- search-algorithms
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
A curated list of awesome mathematics resources
- awesome-list
- mathematics
- awesome
- lecture-notes
Companion webpage to the book "Mathematics For Machine Learning"
a cheat-sheet for mathematical notation in code form
TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields
- machine-learning
- deep-learning
- data-analysis
- data-mining
TranslatedGraduate student mathematical modeling, undergraduate mathematical modeling, outstanding papers from mathematical modeling competitions, mathematical modeling algorithms, LaTeX paper templates, algorithm mind maps, reference books, Matlab software tutorials, PPT
- mathematics
- math
- algorithm
- matlab
Open Machine Learning Course
🧮 Path to a free self-taught education in Mathematics!
An Open-Source Collection of Flash Cards to Help You Preparing Your Algorithms & Data Structures and System Design Interviews 💯
- algorithms
- data-structures
- array
- bit-manipulation
A Comprehensive Roadmap to Mathematics
Examples for the usage of LaTeX
- latex
- tex
- tikz
- mathematics
My curated list of audio DSP and plugin development resources (Github fork)
Links to resources talking about how to learn & understand mathematics, and mathematical language, terminology and notation.
- mathematics
- understanding
- links