clean-code-ml

Clean coding guidelines

Adapting clean code principles to machine learning and data science in Python

bathtub Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

GitHub

714 stars
17 watching
190 forks
Language: Jupyter Notebook
last commit: almost 5 years ago

Related projects:

RepositoryDescriptionStars
nayeemdev/clean-code-phpA collection of coding principles and guidelines aimed at improving the maintainability, readability, and performance of PHP codebases3
neuraxio/kata-clean-machine-learning-from-dirty-codeConverting dirty machine learning code into clean, modular, and reusable components using the Pipe and Filter Design Pattern for Machine Learning.18
fikoborquez/clean-code-phpA guide to writing clean and maintainable PHP code80
dirty-cat/dirty_catA Python library for handling and encoding dirty categorical data in machine learning17
cleanlab/cleanvision-examplesDemonstrates the usage of CleanVision on various datasets and provides tutorials15
ml-tooling/ml-workspaceAn all-in-one web-based IDE for machine learning and data science3,446
jphall663/interpretable_machine_learning_with_pythonTeaching software developers how to build transparent and explainable machine learning models using Python673
dask/dask-mlA Python library for scalable machine learning using Dask alongside popular ML libraries907
cleanlab/cleanvisionAutomatically detects issues in image datasets to improve computer vision models1,038
uohzxela/clean-code-rubyA guide to producing readable, reusable, and refactorable Ruby software following principles from Clean Code by Robert C. Martin.1,594
codingtrain/machine-learningA collection of resources and examples around machine learning for education and development954
jvalegre/robertAutomated machine learning protocols for cheminformatics using Python39
diogenes0319/fedmd_cleanAn implementation of a heterogenous federated learning framework using model distillation.150
cgnorthcutt/cleanlabA tool for evaluating and improving the fairness of machine learning models57
pyjanitor-devs/pyjanitorA Python library providing a clean and expressive API for data cleaning by chaining multiple operations together in a logical order.1,371