Jupyter Notebook Mathematics

Open-source Jupyter Notebook projects categorized as Mathematics

Top 10 Jupyter Notebook Mathematic Projects

  • ML-foundations

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

    Project mention: Worried about Calculus | /r/OMSA | 2023-04-01

    As others have said, you won't need calculus immediately, but it's important that you make a good attempt at learning up to Calc3. I also didn't have a math heavy undergrad so it took a lot of self-study for me, but it's possible. Simulation has a great math boot camp at the beginning to review everything but you'll want to be prepped with Calc before that because that class is all calculus based probability. Some other good resources are the 3Blue1Brown videos on YouTube. They have a great series for both calc & linear algebra to talk through all the intuition with visuals. I also really like John Krohns series because you code through the math which is very applicable for us in this program. I only did his linear Algebra, but he has a whole series with Calc and probability, too. https://github.com/jonkrohn/ML-foundations

  • Linear-Algebra-With-Python

    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 assistance of Python computation and visualization.

    Project mention: Python for Econometrics for Practitioners [Free Online Courses] | /r/CompSocial | 2023-08-24

    Linear Algebra with Python: This training will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skill sets. Suitable for statisticians, econometricians, quantitative analysts, data scientists, etc. to quickly refresh linear algebra with the assistance of Python computation and visualization. Core concepts covered are: linear combination, vector space, linear transformation, eigenvalues and -vector, diagnolization, singular value decomposition, etc.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • tutorials

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

  • Basic-Mathematics-for-Machine-Learning

    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

  • EverythingCrypto

    (Still exploring) My cryptography journey: A collection of notebooks covering different algorithms and concepts from cryptography

    Project mention: BGV fully homomorphic encryption scheme, a toy implementation in Python | /r/cryptography | 2023-07-06

    Code: https://github.com/zademn/EverythingCrypto/blob/master/E3-Homomorphic-Encryption/BGV.ipynb

  • r-place-blender

    Tools for r/Place data visualization with Blender and Python

  • Python-Mathematics-Handbook

    A set of notebooks for an introduction to Python for Mathematicians.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • 60-Days-of-Data-Science-and-ML

    60 Days of Data Science and ML

  • linear-regression-from-scratch

    A data science project for part II physics project E (surveying using stars)

  • collatz-conjecture

    A calculator as Jupyter Lab notebook for Collatz Conjecture or commonly known as 3x+1 problem.

    Project mention: Show HN: A Collatz Conjecture Calculator as Jupyter Notebook | news.ycombinator.com | 2023-05-29
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-08-24.

Jupyter Notebook Mathematics related posts

Index

What are some of the best open-source Mathematic projects in Jupyter Notebook? This list will help you:

Project Stars
1 ML-foundations 2,859
2 Linear-Algebra-With-Python 2,098
3 tutorials 959
4 Basic-Mathematics-for-Machine-Learning 567
5 EverythingCrypto 195
6 r-place-blender 172
7 Python-Mathematics-Handbook 161
8 60-Days-of-Data-Science-and-ML 22
9 linear-regression-from-scratch 7
10 collatz-conjecture 3
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com