weijie-chen / Linear-Algebra-With-PythonLinks
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…
☆2,537Updated 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
Sorting:
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,474Updated last year
- STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)☆449Updated last year
- Repository for the free online book Machine Learning from Scratch (link below!)☆1,293Updated 2 years ago
- Statistics and Machine Learning in Python☆202Updated 2 months ago
- Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org☆463Updated last year
- Study guides for MIT's 15.003 Data Science Tools☆1,899Updated 5 years ago
- MLNLP: Notes for MIT-Linear-Algebra☆3,591Updated 2 years ago
- The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.☆2,003Updated last year
- ☆824Updated 4 years ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,470Updated last month
- Code Repository for The Kaggle Book, Published by Packt Publishing☆2,304Updated last month
- Second edition of Springer Book Python for Probability, Statistics, and Machine Learning☆372Updated 4 years ago
- Lectures for INFO8010 Deep Learning, ULiège☆1,274Updated 2 weeks ago
- 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 Learni…☆719Updated 3 years ago
- Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"☆1,275Updated 10 months ago
- IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)☆568Updated 2 years ago
- This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Fais…☆297Updated 5 years ago
- The "Python Machine Learning (3rd edition)" book code repository☆4,978Updated 2 years ago
- Interactive Linear Algebra, free online textbook at Georgia Tech☆938Updated 3 years ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆345Updated last year
- General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python☆982Updated 3 years ago
- An Introduction to Statistical Learning with Applications in PYTHON☆555Updated 4 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,689Updated 3 weeks ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆909Updated 4 years ago
- Matplotlib 3.1 cheat sheet.☆2,916Updated 5 years ago
- Probabilistic Machine Learning: Advanced Topics☆1,513Updated last month
- The basic distribution probability Tutorial for Deep Learning Researchers☆1,643Updated 5 years ago
- Official Matplotlib cheat sheets☆7,629Updated last month
- A handbook for ML built on answers.☆498Updated 4 months ago
- AI-related tutorials. Access any of them for free → https://towardsai.net/editorial☆1,012Updated last year