Jupyter Notebook Algorithms

Open-source Jupyter Notebook projects categorized as Algorithms
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Topics: Python Machine Learning Deep Learning Data Science Data structures
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Top 12 Jupyter Notebook Algorithm Projects

  • The-Complete-FAANG-Preparation

    This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.

  • numerical-linear-algebra

    Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

    • Project mention: I'm a 42-years-old librarian whithout any math background and I'm willing to learn | /r/learnmachinelearning | 2023-04-27

    If you really like to dig into math, I liked the Udacity course on Intro to Deeplearning with Pytorch. Also, the Stanford course CS231n Convolutional Neural Networks for Visual Recognition is a good place to understand some basics. Other two courses to get you jumpstarted are Practical Deep Learning for Coders and Linear Algebra Course by FastAI

  • 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.

    InfluxDB logo

  • Deep_Learning_Machine_Learning_Stock

    Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

    • Project mention: Deep_Learning_Machine_Learning_Stock: NEW Deep Learning And Reinforcement Learning - star count:1017.0 | /r/algoprojects | 2023-12-10

  • gdrl

    Grokking Deep Reinforcement Learning

  • amh-code

    Complete implementations from "Algorithms for Modern Hardware"

    • Project mention: Ask HN: Recommendations for high quality, free CS books online | news.ycombinator.com | 2024-03-26

    I recently stumbled on https://en.algorithmica.org/hpc/ which I absolutely loved. It's really well written, comprehensible and concise. It felt like a pleasure to read which I find really rare with CS textbooks and I feel like I've come out of it understanding how computers work a bit better

    Does anyone have any similar CS books they'd recommend? Ideally they'd be:

  • Multi-Type-TD-TSR

    Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

  • pyquest

    Python everything Cheatsheet and a Journey to the land of Python programming (by ivnvxd)

    • Project mention: Show HN: PyQuest – Python Cheatsheet and a Journey to the Land of Python | news.ycombinator.com | 2024-02-25

  • 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.

    WorkOS logo

  • Awesome-Competitive-Programming

    Must-know competitive programming problems with solutions and intuitive visualizations (by leduckhai)

  • Understanding_the_EM_Algorithm

    Codes for my blog post "Understanding the EM Algorithm" https://mistylight.github.io/posts/20115/

  • DSA

    This repository contains useful algorithms and data structures implemented in the simplest way as much as we can. (by venkateshpensalwar)

  • visualizingRuntimes

    Use code to visualize and determine runtime complexities for different algorithms.

  • Adevent-Of-Code

    This is a repository to contain challenge solutions to the Advent of Code 2020.

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).

Jupyter Notebook Algorithms related posts

Index

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

Project Stars
1 The-Complete-FAANG-Preparation 10,022
2 numerical-linear-algebra 10,003
3 Deep_Learning_Machine_Learning_Stock 1,142
4 gdrl 699
5 amh-code 551
6 Multi-Type-TD-TSR 236
7 pyquest 195
8 Awesome-Competitive-Programming 175
9 Understanding_the_EM_Algorithm 7
10 DSA 3
11 visualizingRuntimes 2
12 Adevent-Of-Code 2

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