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The Top 23 Machine Learning Engineering Open Source Projects

Open source projects categorized as Machine Learning Engineering
Categories > Learning Resources > Engineering
Categories > Machine Learning > Machine Learning
Awesome Mlops ⭐ 11,615
A curated list of references for MLOps
most recent commit a month ago
Awesome Seml ⭐ 1,135
A curated list of articles that cover the software engineering best practices for building machine learning applications.
most recent commit 8 months ago
Around Dataengineering ⭐ 926
A Data Engineering & Machine Learning Knowledge Hub
most recent commit 2 years ago
Feature Engineering And Feature Selection ⭐ 798
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
most recent commit 2 years ago
Mlops On Gcp ⭐ 673
most recent commit 4 months ago
Mlhelper ⭐ 652
Algorithms and utils for Machine Learning in JavaScript.
most recent commit 5 years ago
How To Learn Deep Learning ⭐ 644
A top-down, practical guide to learn AI, Deep learning and Machine Learning.
most recent commit 10 months ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit 3 years ago
Amazing Feature Engineering ⭐ 485
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
most recent commit 7 months ago
Compose ⭐ 449
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
dependent packages 4total releases 21most recent commit 6 months agopypi composeml} Downloads
Autofeat ⭐ 410
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
dependent packages 3total releases 27most recent commit 9 months agopypi autofeat} Downloads
Awesome Feature Engineering ⭐ 316
A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
most recent commit 5 years ago
Feature Engineering For Machine Learning ⭐ 314
Code repository for the online course Feature Engineering for Machine Learning
most recent commit 4 months ago
Seai ⭐ 299
CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)
most recent commit a year ago
Seaibib ⭐ 270
Software Engineering for AI/ML -- An Annotated Bibliography
most recent commit a year ago
Tensor ⭐ 197
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 29most recent commit 7 months agopackagist rubix/tensor} Downloads
Geomancer ⭐ 194
Automated feature engineering for geospatial data
total releases 4most recent commit 3 years ago
Automunge ⭐ 161
Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbations.
total releases 547most recent commit 4 months ago
Scalable Data Science Platform ⭐ 153
Content for architecting a data science platform for products using Luigi, Spark & Flask.
most recent commit 4 years ago
Notes ⭐ 151
Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering
most recent commit 3 years ago
Awesome Machine Learning Engineer ⭐ 135
🤓 A curated awesome list of Machine Learning Engineering resources. Feel free to contribute!
most recent commit 2 years ago
Feature Engineering Handbook ⭐ 127
A practical feature engineering handbook
most recent commit 4 years ago
Book Ml Sem ⭐ 122
《机器学习：软件工程方法与实现》Method and implementation of machine learning software engineering
most recent commit 2 years ago
The 4 Most Depended On Machine Learning Engineering Open Source Projects
Autofeat ⭐ 410
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
dependent packages 3total releases 27latest release July 28, 2023most recent commit 9 months agopypi autofeat} Downloads
Tensor ⭐ 197
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 29latest release September 20, 2023most recent commit 7 months agopackagist rubix/tensor} Downloads
The 10 Latest Releases In Machine Learning Engineering Open Source Projects
Tensor ⭐ 197
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 29latest release September 20, 2023most recent commit 7 months agopackagist rubix/tensor} Downloads
Autofeat ⭐ 410
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
dependent packages 3total releases 27latest release July 28, 2023most recent commit 9 months agopypi autofeat} Downloads
Openmodelica Microgrid Gym ⭐ 103
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
total releases 7latest release February 02, 2022most recent commit 2 years ago
Reverse Engineering Neural Networks ⭐ 120
A collection of tools for reverse engineering neural networks.
total releases 9latest release January 11, 2021most recent commit 7 months ago
Phageboost ⭐ 18
Rapid discovery of novel prophages using biological feature engineering and machine learning
total releases 5latest release November 17, 2020most recent commit 2 years ago
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