A bare-bones repository demonstrating how to set up tools for data science projects that will help you write higher quality code.
☆530Nov 13, 2018Updated 7 years ago
Alternatives and similar repositories for production-tools
Users that are interested in production-tools are comparing it to the libraries listed below
Sorting:
- ☆12Apr 5, 2019Updated 6 years ago
- A tutorial example for nbdev☆15Feb 26, 2022Updated 4 years ago
- Production Data Science: a workflow for collaborative data science aimed at production☆456May 22, 2020Updated 5 years ago
- ☆29Mar 13, 2018Updated 7 years ago
- Version control for machine learning☆1,670Feb 25, 2025Updated last year
- ☆24Nov 29, 2017Updated 8 years ago
- Repository for thuijskens.github.io☆11Apr 12, 2023Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆471Nov 11, 2022Updated 3 years ago
- An ongoing list of pandas quirks☆992May 8, 2023Updated 2 years ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,169Jun 2, 2025Updated 9 months ago
- A Python application for tracking, reporting on timing and complexity in Python code☆1,273Jan 2, 2026Updated 2 months ago
- Robustness Gym is an evaluation toolkit for machine learning.☆445Jun 28, 2022Updated 3 years ago
- The stand-alone training engine module for the ALOHA.eu project.☆15Oct 27, 2019Updated 6 years ago
- Participant Kit for the TextGraphs-15 Shared Task on Explanation Regeneration☆19Nov 8, 2021Updated 4 years ago
- Learn Python like a Professional! Start from the basics and go all the way to creating your own applications!☆17Sep 3, 2019Updated 6 years ago
- Supporting example for "A Rust SentencePiece implementation"☆20Jun 7, 2020Updated 5 years ago
- Python stream processing for humans☆189Jan 20, 2026Updated last month
- Lightweight Experiment & Resource Monitoring 📺☆187Mar 8, 2023Updated 3 years ago
- Working on automatic documentation of my Python code.☆23May 9, 2020Updated 5 years ago
- Reddit Data Science Project Ideas☆11Dec 28, 2019Updated 6 years ago
- A curated list of references for MLOps☆13,789Nov 21, 2024Updated last year
- Factorization of the neural parameter space for zero-shot multi-lingual and multi-task transfer☆39Sep 22, 2020Updated 5 years ago
- Collection of articles listing reasons why data science projects fail.☆464Mar 14, 2021Updated 4 years ago
- Behavioral "black-box" testing for recommender systems☆470Aug 9, 2023Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Jan 16, 2022Updated 4 years ago
- ☆32Jul 27, 2020Updated 5 years ago
- Prototype implementation of napari-integrated CNN training viewer☆14Dec 27, 2024Updated last year
- Resources for Programming Tutorials