3762 Open source projects that are alternatives of or similar to Teaching

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

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Quiz & Assignment of Coursera

Quantitative Interview Preparation Guide, updated version here ==>

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Self-study plan to achieve mastery in data science

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Curated list of Python resources for data science.

Complete path for a beginner to become a Machine Learning Scientist!

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz

Using Computer with your Statistics Major Course

Materials for GWU DNSC 6279 and DNSC 6290.

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm. Capstone Project for Machine Learning Engineer Nanodegree by Udacity.

Collection of stats, modeling, and data science tools in Python and R.

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

Rust numeric library with R, MATLAB & Python syntax

A Dynamic Web Toolbox for Interactive Data Processing, Analysis, and Visualization

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

Probably the best curated list of data science software in Python.

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

Java dataframe and visualization library

Hayate-Shiki is an improved merge sort algorithm with the goal of "faster than quick sort".

OpenRefine is a free, open source power tool for working with messy data and improving it

R Weekly

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

Multi-class confusion matrix library in Python

Analyze facebook copy of your data with ruby language. Download zip file from facebook and get info about friends ranking by message, vocabulary, contacts, friends added statistics and more

Statistical Machine Intelligence & Learning Engine

Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

📜 Collection of the most awesome Math learning resources in the form of notes, videos and cheatsheets.

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

Learn mathematics behind machine learning and explore different mathematics in machine learning.

List of awesome free video courses for learning Computer Science!

Visualize and compare datasets, target values and associations, with one line of code.

Analyze Data with Pandas-based Networks. Documentation:

Curated Computer Science and Programming Resource Guide

📝 A compilation of everything that I learn; Computer Science, Software Development, Engineering, Math, and Coding in General. Read the rendered results here ->

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

My implementation of 85+ popular data structures and algorithms and interview questions in Python 3 and C++

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

zzllrr mather(an offline tool for Math learning, education and research)小乐数学，离线可用的数学学习（自学或教学）、研究辅助工具。计划覆盖数学全部学科的解题、作图、演示、探索工具箱。目前是演示Demo版（抛转引玉），但已经支持数学公式编辑显示，部分作图功能，部分学科，如线性代数、离散数学的部分解题功能。最终目标是推动专业数学家、编程专家、教育工作者、科普工作者共同打造出更加专业级的Mather数学工具

List of free online programming/CS courses [Massive Open Online Courses]

R package of data and code behind the stories and interactives at FiveThirtyEight

My Algorithms and Data Structures studies. https://leandrotk.github.io/series/algorithms-problem-solving

To know stats by heart

Seamless copy-and-paste of images with Poisson Blending.

Human-explainable AI.

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

Monthly Series - Top 10 Python Articles

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

A simple probabilistic programming language.

📚 An open-source textbook written at the college level. OpenIntro also offers a second college-level intro stat textbook and also a high school variant.

A C++ header-only library of statistical distribution functions.

A collection of my data visualizations, mostly in Python.