Hacker News
- Best Practices for Technical Debt in Machine Learning https://matthewmcateer.me/blog/machine-learning-technical-debt/ 3 comments
Linking pages
Linked pages
- TensorFlow http://tensorflow.org/ 440 comments
- Data Version Control · DVC https://dvc.org/ 123 comments
- Interpretable Machine Learning https://christophm.github.io/interpretable-ml-book/ 45 comments
- https://www.cs.mcgill.ca/~jpineau/ReproducibilityChecklist.pdf 29 comments
- JupyterLab Documentation — JupyterLab 3.6.0rc0 documentation https://jupyterlab.readthedocs.io/en/stable/ 23 comments
- HiPlot: High-dimensional interactive plots made easy https://ai.facebook.com/blog/hiplot-high-dimensional-interactive-plots-made-easy/ 21 comments
- Streamlit • A faster way to build and share data apps https://streamlit.io/ 16 comments
- How to Use t-SNE Effectively http://distill.pub/2016/misread-tsne/ 15 comments
- http://papers.nips.cc/paper/5656-hidden-technical-debt-in-machine-learning-systems.pdf 8 comments
- [1406.2661] Generative Adversarial Networks https://arxiv.org/abs/1406.2661 7 comments
- Long Parameter List https://refactoring.guru/smells/long-parameter-list 7 comments
- Spaghetti code - Wikipedia http://en.wikipedia.org/wiki/Spaghetti_code 4 comments
- God object - Wikipedia https://en.wikipedia.org/wiki/God_object 3 comments
- Black 23.11.0 documentation https://black.readthedocs.io/en/stable/ 3 comments
- GitHub - Netflix/metaflow: Build and manage real-life data science projects with ease! https://github.com/Netflix/metaflow 1 comment
- Responsibility without authority will drive your employees crazy! https://www.linkedin.com/pulse/responsibility-without-authority-how-drive-employees-crazy-fialka 1 comment
- GitHub - py-why/dowhy: DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks. https://github.com/Microsoft/dowhy 0 comments
- https://eng.uber.com/michelangelo-machine-learning-platform/ 0 comments
- The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction â Google Research https://research.google/pubs/pub46555/ 0 comments
- OpenAI shifts from nonprofit to 'capped-profit' to attract capital | TechCrunch https://techcrunch.com/2019/03/11/openai-shifts-from-nonprofit-to-capped-profit-to-attract-capital/ 0 comments
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