Python machine-learning-algorithms

Open-source Python projects categorized as machine-learning-algorithms | Edit details

Top 15 Python machine-learning-algorithm Projects

  • nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

    Project mention: Automated Machine Learning (AutoML) - 9 Different Ways with Microsoft AI | dev.to | 2021-10-04

    For a complete tutorial, navigate to this Jupyter Notebook: https://github.com/microsoft/nni/blob/master/examples/notebooks/tabular_data_classification_in_AML.ipynb

  • Machine-Learning-Collection

    A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

    Project mention: Pytorch: Custom Dataset for Machine Translation | reddit.com/r/learnpython | 2022-04-08

    seq2seq_attention

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • cleanlab

    The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels

    Project mention: Is the hardest part of writing code for machine learning data collection? | reddit.com/r/learnmachinelearning | 2022-05-12

    And to extend u/mgmillem's answer on automation a little more, there is a rising number of tools out there to help automate/speed up/simplify this process. One of them is cleanlab which automatically finds and fixes label errors in any ML classification dataset. We've open-sourced it here: https://github.com/cleanlab/cleanlab, it's free to use, so give it a go! hope this helps!

  • igel

    a delightful machine learning tool that allows you to train, test, and use models without writing code

    Project mention: Train/fit, test, and use models without writing code | reddit.com/r/ArtificialInteligence | 2021-06-29

    Link to the repo: https://github.com/nidhaloff/igel

  • tslearn

    A machine learning toolkit dedicated to time-series data

    Project mention: tslearn: NEW Data - star count:2070.0 | reddit.com/r/algoprojects | 2022-04-16
  • GIMP-ML

    AI for GNU Image Manipulation Program

    Project mention: gEt yOuR CrEAtivE jUiceS FLoWinG | reddit.com/r/linuxmasterrace | 2022-04-06

    Just like Photoshop, GIMP is only capable of fast and complex editing with the help of brushes(here are some good ones), scripts and sometimes plugins(also this one is recommended, available on most distro's repos as both standalone or as a plugin).

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • wtte-rnn

    WTTE-RNN a framework for churn and time to event prediction

    Project mention: [R] apd-crs: Cure Rate Survival Analysis in Python | reddit.com/r/MachineLearning | 2022-01-31

    The typical reason you would go with a weibull function is if you want to be able to relax proportional hazard like in this work: https://github.com/ragulpr/wtte-rnn

  • AlgorithmsAndDataStructure

    Algorithms And DataStructure Implemented In Python & CPP, Give a Star 🌟If it helps you

  • scikit-learn-intelex

    Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

    Project mention: Machine Learning with PyTorch and Scikit-Learn – The *New* Python ML Book | news.ycombinator.com | 2022-02-25
  • Machine-Learning

    Implementation of different ML Algorithms from scratch, written in Python 3.x (by Gautam-J)

  • pretty-print-confusion-matrix

    Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

    Project mention: Trying to understand an Index Error Message | reddit.com/r/learnpython | 2022-02-18

    I am attempting to use the pretty-print confusion-matrix library to create a confusion matrix.

  • pecos

    PECOS - Prediction for Enormous and Correlated Spaces

    Project mention: Multi label classification on sparse labels | reddit.com/r/learnmachinelearning | 2021-09-09

    Code: https://github.com/amzn/pecos

  • groupImg

    A script in python to organize your images by similarity.

    Project mention: Introduction to K-Means Clustering | news.ycombinator.com | 2022-03-14

    If anyone is interested, I have two projects that uses k-means

    https://github.com/victorqribeiro/groupImg

    https://github.com/victorqribeiro/budget

    Being one of the first ML algorithms that I learned, I spend some time finding use cases for it

    If I'm not mistaken I've also used in to classify deforestation in an exercise

  • visualisa

    A machine learning algorithm to recreate your images.

    Project mention: I have coded a machine learning algorithm and trained it to recreate the Reddit Snoo | reddit.com/r/Logos | 2022-01-15
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 2022-05-12.

Python machine-learning-algorithms related posts

Index

What are some of the best open-source machine-learning-algorithm projects in Python? This list will help you:

Project Stars
1 nni 11,461
2 Machine-Learning-Collection 3,547
3 cleanlab 3,348
4 igel 2,980
5 tslearn 2,109
6 modAL 1,687
7 GIMP-ML 1,051
8 wtte-rnn 702
9 AlgorithmsAndDataStructure 612
10 scikit-learn-intelex 547
11 Machine-Learning 399
12 pretty-print-confusion-matrix 379
13 pecos 295
14 groupImg 191
15 visualisa 0
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