Jupyter Notebook Optimization

Open-source Jupyter Notebook projects categorized as Optimization

Top 7 Jupyter Notebook Optimization Projects

  • hyperlearn

    2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

    Project mention: [Project] BFLOAT16 on ALL hardware (>= 2009), up to 2000x faster ML algos, 50% less RAM usage for all old/new hardware - Hyperlearn Reborn. | reddit.com/r/MachineLearning | 2022-06-02

    Hello everyone!! It's been a while!! Years back I released Hyperlearn https://github.com/danielhanchen/hyperlearn. It has 1.2K Github stars, where I made tonnes of algos faster:

  • NextFace

    A high-fidelity 3D face reconstruction library from monocular RGB image(s)

    Project mention: [N][R][P] High fidelity 3D face reconstruction from monocular image | reddit.com/r/MachineLearning | 2022-04-18

    github.com/abdallahdib/NextFace

  • Zigi

    The context switching struggle is real. Zigi makes context switching a thing of the past. It monitors Jira and GitHub updates, pings you when PRs need approval and lets you take fast actions - all directly from Slack!

  • AeroSandbox

    Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.

    Project mention: Airfoil smoothing and/or point interpolation algorithms? | reddit.com/r/aerospace | 2022-05-27

    You can use the AeroSandbox Python package for this. pip install aerosandbox to install, and then:

  • Optimization-Python

    General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

  • market-making-backtest

    algo trading backtesting on BitMEX

  • Optimal_Classification_Trees

    Three MIP models for optimal classification tree: OCT, binOCT, flowOCT

    Project mention: [D] 2D cuts with decision tree? | reddit.com/r/MachineLearning | 2022-07-29

    Python Code with Sklearn type API: https://github.com/LucasBoTang/Optimal_Classification_Trees

  • Routing-Optimizer

    This solution was written in python and is based on the vehicle routing problem

    Project mention: Desmistificando roteirizações com Python | dev.to | 2022-03-23

    O código completo pode ser encontrado aqui no meu Github: GitHub — LucasDiogo96/Routing-Optimizer: This solution was written in python and is based on the…

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.

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 2022-07-29.

Jupyter Notebook Optimization related posts

Index

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

Project Stars
1 hyperlearn 1,416
2 NextFace 432
3 AeroSandbox 389
4 Optimization-Python 183
5 market-making-backtest 37
6 Optimal_Classification_Trees 23
7 Routing-Optimizer 2
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