FCC China open source codebase and curriculum. Learn to code and help nonprofits.
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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
pix2tex: Using a ViT to convert images of equations into LaTeX code.
Companion webpage to the book "Mathematics For Machine Learning"
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，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等热门领域
- machine-learning
- deep-learning
- data-analysis
- data-mining
Open Machine Learning Course
Automate code & data workflows with interactive Elixir notebooks
- phoenix
- elixir
- notebooks
- collaborative
C++ implementation of the Python Numpy library
- python
- numpy
- c-plus-plus
- numerical-analysis
Math.NET Numerics
- math
- numerics
- linear-algebra
- fsharp
Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
Owl - OCaml Scientific Computing @ https://ocaml.xyz
- matrix
- linear-algebra
- ndarray
- statistical-functions
A list of recommended research papers and other readings on data visualization
Open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
- csharp
- algebra
- integration
- latex
Add built-in support for quaternions to numpy
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
- riemann-solver
- python
- jupyter-notebook
- book
Open source math and physics engine that executes MATLAB-syntax code. Features a modern compiler, automatic GPU acceleration for large calculations, and support for math on geometry / FEA calculations.
- matlab
- rust
- jit-compiler
- linear-algebra
A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
Numpy-like library in swift. (Multi-dimensional Array, ndarray, matrix and vector library)
- swift
- math
- ndimensional-arrays
- ndarray
:dart: Accurate sums and dot products for Python.
- mathematics
- numerical-methods
- engineering
- accuracy
The Configurable Math Library
- vector-math
- expression-template
- cplusplus-11
- graphics
C++ modules for plotting, graphing and data visualization
t6 is a "Data-first" IoT platform to connect physical Objects with time-series DB and perform Data Analysis.
- home-automation
- iot
- iot-platform
- nodejs