Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assis…
☆2,563Sep 5, 2024Updated last year
Alternatives and similar repositories for Linear-Algebra-With-Python
Users that are interested in Linear-Algebra-With-Python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.☆53Jan 15, 2022Updated 4 years ago
- Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such …☆132Jun 9, 2024Updated 2 years ago
- A series of lessons on time series analysis with Python☆78Jul 13, 2024Updated last year
- An Essential Graphic Primer of Matplotlib☆31Nov 9, 2021Updated 4 years ago
- These are notes for macroeconomic analysis, summarised in past years for macro trading/analysis.☆31Jun 5, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Bayesian Statistics-Econometrics☆90Jun 9, 2024Updated 2 years ago
- MLNLP: Notes for MIT-Linear-Algebra☆3,736Jul 31, 2023Updated 2 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,924Apr 16, 2024Updated 2 years ago
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,493Sep 23, 2024Updated last year
- Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques o…☆502Jun 9, 2024Updated 2 years ago
- Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"☆21,607Jun 30, 2025Updated last year
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,103Feb 26, 2026Updated 4 months ago
- 线性代数笔记☆4,212Sep 17, 2023Updated 2 years ago
- A course on Linear Algebra using Python in Jupyter notebooks☆50Jul 19, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Companion webpage to the book "Mathematics For Machine Learning"☆15,692Mar 13, 2025Updated last year
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,610Dec 10, 2025Updated 6 months ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,652Jun 25, 2026Updated last week
- Machine learning, in numpy☆16,346Oct 29, 2023Updated 2 years ago
- PRML algorithms implemented in Python☆11,719Apr 5, 2025Updated last year
- An open access book on scientific visualization using python and matplotlib☆11,346Jan 4, 2026Updated 6 months ago
- All Algorithms implemented in Python☆222,395Jun 19, 2026Updated 2 weeks ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,635Nov 23, 2025Updated 7 months ago
- Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现☆1,180Jun 4, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository is a compilation of free resources for learning Data Science.☆5,158Feb 1, 2026Updated 5 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,885Jul 18, 2024Updated last year
- Awesome free machine learning and AI courses with video lectures.☆3,090Dec 12, 2024Updated last year
- 《统计学习方法》的代码实现☆19,594Aug 22, 2023Updated 2 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,941May 19, 2026Updated last month
- Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science☆4,794Nov 20, 2024Updated last year
- A collection of various deep learning architectures, models, and tips☆17,541Feb 8, 2024Updated 2 years ago
- A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and cod…☆2,241Jan 28, 2022Updated 4 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,625Nov 25, 2025Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆20,162Sep 18, 2025Updated 9 months ago
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆31,986Oct 15, 2023Updated 2 years ago
- Comprehensive Python Cheatsheet☆38,549Jul 1, 2026Updated last week
- Interactive Linear Algebra, free online textbook at Georgia Tech☆948Jun 13, 2022Updated 4 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,914Apr 22, 2026Updated 2 months ago
- NYU Deep Learning Spring 2020☆6,808Jun 16, 2025Updated last year
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆29,109Aug 18, 2024Updated last year