Clean Code concepts adapted for machine learning and data science. Now a free video series π https://bit.ly/2yGDyqT
β734Nov 28, 2021Updated 4 years ago
Alternatives and similar repositories for clean-code-ml
Users that are interested in clean-code-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of references for MLOpsβ14,232Nov 21, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,993Updated this week
- A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.β10,086Oct 3, 2026Updated last week
- Building a maintainable Machine Learning pipeline using DVCβ16Jul 7, 2020Updated 6 years ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmβ¦β10,700Apr 15, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering andβ¦β11,016Updated this week
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β30,525Jul 18, 2024Updated 2 years ago
- Machine Learning Deployment for Kubernetesβ18Dec 7, 2023Updated 2 years ago
- Always know what to expect from your data.β11,867Updated this week
- Extra blocks for scikit-learn pipelines.β1,410Updated this week
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshopβ¦β319Aug 13, 2024Updated 2 years ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.β13,720Sep 11, 2026Updated last month
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,982Sep 29, 2026Updated last week
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshopβ¦β146Aug 21, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.β2,080May 22, 2026Updated 4 months ago
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,189Jun 2, 2025Updated last year
- π¦ Data Versioning and ML Experimentsβ15,911Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.β4,405Feb 19, 2025Updated last year
- A game theoretic approach to explain the output of any machine learning model.β25,804Updated this week
- Algorithms for explaining machine learning modelsβ2,648Oct 17, 2025Updated 11 months ago
- β155Oct 17, 2020Updated 5 years ago
- Fit interpretable models. Explain blackbox machine learning.β6,955Updated this week
- π Parameterize, execute, and analyze notebooksβ6,491Updated this week
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A library for debugging/inspecting machine learning classifiers and explaining their predictionsβ2,851Apr 8, 2026Updated 6 months ago
- A model-agnostic visual debugging tool for machine learningβ1,674Feb 5, 2025Updated last year
- kedro plugin to automatically construct pipelines using pytest style pattern matchingβ22Sep 4, 2025Updated last year
- Modin: Scale your Pandas workflows by changing a single line of codeβ10,391Feb 10, 2026Updated 8 months ago
- Code demonstrating a simple Machine Learning model abstract base class and its uses.β12Jul 6, 2023Updated 3 years ago
- The Open Source Feature Store for AI/MLβ7,323Updated this week
- Algorithms for outlier, adversarial and drift detectionβ2,546Dec 11, 2025Updated 10 months ago
- A proof-of-concept for a RAG to query the scikit-learn documentationβ29Aug 18, 2025Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ878Jun 16, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off β’ AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 50 scikit-learn tipsβ1,746Sep 5, 2022Updated 4 years ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.β3,548Sep 14, 2026Updated 3 weeks ago
- Koalas: pandas API on Apache Sparkβ3,372Mar 20, 2024Updated 2 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patternsβ2,094Apr 28, 2021Updated 5 years ago
- π Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.β2,904Mar 17, 2023Updated 3 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)β7,487Oct 4, 2024Updated 2 years ago
- My collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable anβ¦β33Dec 26, 2022Updated 3 years ago