Jupyter Notebook Probability

Open-source Jupyter Notebook projects categorized as Probability
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Topics: #Statistics #Machine Learning #Python #Linear Algebra #Mathematics
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Top 4 Jupyter Notebook Probability 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

  • 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

    Project mention: Cool Github repositories for Everyone | dev.to | 2022-12-29

  • Mergify

    Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.

  • Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera

    Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

    Project mention: Mathematics for Machine Learning and Data Science Specialization - Coursera | /r/programming | 2023-05-28

  • PyImpetus

    PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

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 2023-05-28.

Jupyter Notebook Probability related posts

Index

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

Project Stars
1 ML-foundations 2,418
2 Basic-Mathematics-for-Machine-Learning 535
3 Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera 128
4 PyImpetus 111

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