davified / clean-code-mlLinks
Clean Code concepts adapted for machine learning and data science. Now a free video series π https://bit.ly/2yGDyqT
β729Updated 3 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
Sorting:
- Production Data Science: a workflow for collaborative data science aimed at productionβ454Updated 5 years ago
- The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. The process β¦β520Updated 4 years ago
- Collection of articles listing reasons why data science projects fail.β465Updated 4 years ago
- An ongoing list of pandas quirksβ980Updated 2 years ago
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β621Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ870Updated 2 years ago
- β24Updated last year
- Template repository for data science lifecycle projectβ197Updated 5 years ago
- Data Science Project Templateβ140Updated 7 years ago
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β183Updated last year
- Data Analysis Baseline Libraryβ728Updated 9 months ago
- Extra blocks for scikit-learn pipelines.β1,360Updated 2 weeks ago
- The Fuzzy Labs guide to the universe of open source MLOpsβ472Updated 4 months ago
- A curated list of awesome posts, videos, and articles on leading a data team (small and large)β543Updated last year
- TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project β¦β569Updated 5 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshopβ¦β320Updated last year
- β88Updated 6 years ago
- CDF SIG MLOpsβ628Updated 10 months ago
- Alternate cross validation approach for ALS models with implicit ratings utilizing an expected percent ranking metric for model performanβ¦β24Updated 7 years ago
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β263Updated 3 years ago
- Predictive Power Score (PPS) in Pythonβ1,158Updated 8 months ago
- Code and files to go along with CS329s machine learning model deployment tutorial.β609Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"β136Updated last year
- Full Stack Deep Learning Online Courseβ903Updated 4 years ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β149Updated last year
- Tutorial given at PyData LA 2018β97Updated last year
- Natural Intelligence is still a pretty good idea.β821Updated last year
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelsonβ600Updated 2 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patternsβ2,034Updated 4 years ago
- Code from the book Fighting Churn With Dataβ299Updated 2 months ago