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 MLOpsβ14,219Nov 21, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,939Sep 6, 2026Updated 2 weeks ago
- A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.β10,071Aug 7, 2026Updated last month
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmβ¦β10,644Apr 15, 2023Updated 3 years ago
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering andβ¦β11,006Updated this week
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β30,369Jul 18, 2024Updated 2 years ago
- Machine Learning Deployment for Kubernetesβ18Dec 7, 2023Updated 2 years ago
- Always know what to expect from your data.β11,819Updated this week
- Extra blocks for scikit-learn pipelines.β1,411Sep 1, 2026Updated 2 weeks ago
- 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.β13,704Sep 11, 2026Updated last week
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,932Sep 11, 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
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.β2,077May 22, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,187Jun 2, 2025Updated last year
- π¦ Data Versioning and ML Experimentsβ15,879Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.β4,404Feb 19, 2025Updated last year
- A game theoretic approach to explain the output of any machine learning model.β25,771Updated this week
- Algorithms for explaining machine learning modelsβ2,646Oct 17, 2025Updated 11 months ago
- β155Oct 17, 2020Updated 5 years ago
- Fit interpretable models. Explain blackbox machine learning.β6,946Sep 14, 2026Updated last week
- π Parameterize, execute, and analyze notebooksβ6,485Jul 6, 2026Updated 2 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictionsβ2,841Apr 8, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A model-agnostic visual debugging tool for machine learningβ1,673Feb 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 codeβ10,389Feb 10, 2026Updated 7 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/MLβ7,297Updated this week
- Algorithms for outlier, adversarial and drift detectionβ2,549Dec 11, 2025Updated 9 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
- 50 scikit-learn tipsβ1,744Sep 5, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Hummingbird compiles trained ML models into tensor computation for faster inference.β3,545Sep 14, 2026Updated last week
- Koalas: pandas API on Apache Sparkβ3,374Mar 20, 2024Updated 2 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patternsβ2,097Apr 28, 2021Updated 5 years ago
- π Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.β2,903Mar 17, 2023Updated 3 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)β7,484Oct 4, 2024Updated last year
- 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
- A curated list of articles that cover the software engineering best practices for building machine learning applications.β1,371Mar 26, 2024Updated 2 years ago