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103 search results found

C Plus Plus ⭐ 28,990

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

Homemade Machine Learning ⭐ 21,542

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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

Mml Book.github.io ⭐ 12,032

Companion webpage to the book "Mathematics For Machine Learning"

Mlcourse.ai ⭐ 9,376

Open Machine Learning Course

Ai Learn ⭐ 8,256

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：Py 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 Mindmap ⭐ 4,400

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

Mathematics For Ml ⭐ 3,374

🧮 A collection of resources to learn mathematics for machine learning

Stats ⭐ 2,753

A well tested and comprehensive Golang statistics library package with no dependencies.

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Computer Science Resources ⭐ 2,227

A list of resources in different fields of Computer Science

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Awesome Streamlit ⭐ 1,832

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

Ml Pen And Paper Exercises ⭐ 1,714

Pen and paper exercises in machine learning

Multi-class confusion matrix library in Python

Hackermath ⭐ 1,339

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

Owl - OCaml Scientific Computing @ https://ocaml.xyz

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Yt Channels Ds Ai Ml Cs ⭐ 1,084

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.

High School Guide To Machine Learning ⭐ 959

Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.

Deep Learning Book Chapter Summaries ⭐ 857

Attempting to make the Deep Learning Book easier to understand.

Tutorials ⭐ 847

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

Machine Learning Interview Questions ⭐ 823

This repository is to prepare for Machine Learning interviews.

Teaching ⭐ 802

Teaching Materials for Dr. Waleed A. Yousef

Machine learning framework for both deep learning and traditional algorithms

Ml University ⭐ 710

Machine Learning Open Source University

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Machine Learning Octave ⭐ 581

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

Rustquant ⭐ 537

Rust library for quantitative finance.

A_journey_into_math_of_ml ⭐ 517

汉语自然语言处理视频教程-开源学习资料

Mml Book ⭐ 502

Code / solutions for Mathematics for Machine Learning (MML Book)

Stats Maths With Python ⭐ 492

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

Free Ai Resources ⭐ 466

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

Basic Mathematics For Machine Learning ⭐ 418

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

Michael S Data Science Curriculum ⭐ 381

This is the companion curriculum to my guide to becoming a data scientist.

The Math Of Intelligence ⭐ 379

List of resources & possible pathway for the Math of Machine Learning and AI.

Certigrad ⭐ 346

Bug-free machine learning on stochastic computation graphs

Matrix manipulation and computation library

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Awesome Maths Learning ⭐ 269

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

Machine Learning Curriculum ⭐ 248

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

A library and extension that provides objects for scientific computing in PHP.

Alpha Mind ⭐ 193

quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.

Ml From Scratch ⭐ 188

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

Researchpapernotes ⭐ 168

Initiative to read research papers

Numerix ⭐ 162

A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

Teachingdatascience ⭐ 129

Course notes for Data Science related topics, prepared in LaTeX

Arogozhnikov.github.io ⭐ 126

'Brilliantly wrong' blog, Machine Learning visualizations live here

Guildsman ⭐ 125

TensorFlow library for Clojure

Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning

The Math Behind A Neural Network ⭐ 118

📄 The math behind the neural network used for Olivia

Fractional Differentiation Time Series ⭐ 112

As described in Advances of Machine Learning by Marcos Prado.

Csmath 2019 ⭐ 111

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU

Mathvista ⭐ 110

MathVista: data, code, and evaluation for Mathematical Reasoning in Visual Contexts

Awesome Machine Learning Deep Learning Mathematics ⭐ 110

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

Math_of_machine_learning ⭐ 107

This is the code for "Mathematcs of Machine Learning" by Siraj Raval on Youtube

A command-line utility for quick math.

Stackexchangecodes ⭐ 100

Codes related to answers on StackExchange Network.

Quant Finance Resources ⭐ 95

Courses, Articles and many more which can help beginners or professionals.

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Csmath 2020 ⭐ 71

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU

My_notebook ⭐ 69

サイエンス、テクノロジー、エンジニアリング関連の情報を記載したノート（忘備録）です。

Machine Learning Notebooks ⭐ 69

🤖 An authorial set of fundamental python recipes on Machine Learning and Artificial Intelligence.

Amusive Blogging N Coding ⭐ 68

Open source code from the blog posts at

MathML implementation using custom elements

Ml_linalg ⭐ 66

SIMD-based linear algebra and statistics for data science with dart

Learnergy ⭐ 62

💡 Learnergy is a Python library for energy-based machine learning models.

Mml Book Chinese ⭐ 61

mml-book-chinese《Mathematics For Machine Learning》机器学习中的数学中文版

Complete Guide To Deep Learning ⭐ 61

This guide is for those who know some math, know some programming language and now want to dive deep into deep learning

Math For Machinelearning ⭐ 52

A repository containing essential math courses for machine learning aspirants!

The notes for Math, Machine Learning, Deep Learning and Research papers.

Tensorflow ⭐ 49

Swift high-level API for TensorFlow.

Ai Math Roadmap ⭐ 49

Your no-nonsense guide to the Math used in Artificial Intelligence

Artificialintelligenceengines ⭐ 48

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

Ml Formulas ⭐ 48

機械学習・統計学・理論計算科学などに出てくる等式・不等式を集めていきます

A _guide_ To_data_sciecne_from_mathematics ⭐ 47

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

Mathematics For Machine Learning ⭐ 43

A set of notes, in the form of a simple Github Pages site, which will serve as a complete crash course on the various areas of mathematics essential to understanding machine learning.

Learned_primal_dual ⭐ 42

Learned Primal-Dual Reconstruction

Quant Library ⭐ 41

α collection of resources for people interested in quant finance

Learned_gradient_tomography ⭐ 40

Solving ill-posed inverse problems using iterative deep neural networks

Bookshelf ⭐ 38

Virtual bookshelf for math and computer science.

A collection of Mathematics + CS + what have you related books collected over the years for school 🎓 and personal reading 📚.

Educational_guide ⭐ 34

An educational guide on how to get started in ML and AI by Pakistan.ai

Isolvemath ⭐ 34

A platform which solves maths word problems in English language

Anki Decks ⭐ 33

This is a collection of flashcard decks created for classes at Karlsruhe Institute of Technology.

Glossary ⭐ 33

https://machinelearning.wtf/ - An online glossary of machine learning terms.

Awesome Javascript Data Science ⭐ 33

Awesome JavaScript Data Science

Jitrench.jl ⭐ 32

[wip] Lightweight Automatic Differentiation & DeepLearning Framework implemented in pure Julia.

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Artificial Intelligence Important Documents Collections ⭐ 31

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

算法数学科学。这是一个全网收藏夹; 一个备忘录; 一个To-Do List; 未来的技能点; 个人知识库; 也是一个算法工程师的网址导航．热爱生活, 不断探索．Have fun : )

Mathematics Notes ⭐ 31

📚 [.md & .ipynb] 人工智能与深度学习实战--数理统计与数据分析篇

Iptutorials ⭐ 29

Image processing tutorials

Complete Data Science Roadmap ⭐ 29

Complete Roadmap For Data Science

Statistics, Information Measures, Linear Algebra, Cholesky Matrix Decomposition, Mahalanobis Distance, Householder QR Decomposition, Clifford Algebra, Multidimensional Data Analysis, Geometric Median, Hulls, Machine Learning, multithreading implementation...

Mathematics_for_machine_learning ⭐ 28

Notes and step-by-step exercises resolution to aid students learning the base math for machine learning. Content summed up from the the course from the Imperial London College in Coursera.

Csmath 2021 ⭐ 26

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju

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