Hacker News
- Data Version Control https://dvc.org/ 59 comments
- Open-Source Version Control System for Machine Learning Projects https://dvc.org/ 18 comments
- DVC – Open Source Machine Learning Version Control System https://dvc.org/ 36 comments
Linking pages
- GitHub - iterative/dvc: 🦉 Data Version Control | Git for Data & Models | ML Experiments Management https://github.com/iterative/dvc 46 comments
- Should version control and build systems merge? http://beza1e1.tuxen.de/version_control_and_build_systems.html 35 comments
- How to use Jupyter Notebooks in 2020 (Part 2: Ecosystem growth) https://ljvmiranda921.github.io/notebook/2020/03/16/jupyter-notebooks-in-2020-part-2/ 21 comments
- GitHub - EdenBD/MultiModalStory-demo: FairyTailor: Multimodal Generative Framework for Storytelling https://github.com/EdenBD/MultiModalStory-demo 13 comments
- GitHub - Prograda/Skybolt: Planetary rendering engine and aerospace simulation tools https://github.com/Piraxus/Skybolt 11 comments
- GitHub - kevin-hanselman/dud: A lightweight CLI tool for versioning data alongside source code and building data pipelines. https://github.com/kevin-hanselman/dud 9 comments
- GitHub - great-expectations/great_expectations: Always know what to expect from your data. https://github.com/great-expectations/great_expectations 9 comments
- The Data Science Workflow. Suppose you are starting a new data… | by Konstantin | Towards Data Science https://medium.com/@kt.era.ee/the-data-science-workflow-43859db0415 9 comments
- So You Want Git for Data? | DoltHub Blog https://www.dolthub.com/blog/2020-03-06-so-you-want-git-for-data/ 8 comments
- GitHub - iterative/terraform-provider-iterative: ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes https://github.com/iterative/terraform-provider-iterative 7 comments
- Experience report: Data Version Control (DVC) for Machine Learning Projects | by Vinay Patel | Tech @ GoCardless | Medium https://medium.com/gocardless-tech/experience-report-data-version-control-dvc-for-machine-learning-projects-29c09b195e 5 comments
- GitHub - aporia-ai/mlplatform-workshop: 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more https://github.com/aporia-ai/mlplatform-workshop 5 comments
- GitHub - mahmoud/awesome-python-applications: 💿 Free software that works great, and also happens to be open-source Python. https://github.com/mahmoud/awesome-python-applications 5 comments
- GitHub - mhxion/awesome-discord-communities: A curated list of awesome Discord communities for programmers https://github.com/mhxion/awesome-programming-discord 4 comments
- Nitpicking Machine Learning Technical Debt - matthewmcateer.me https://matthewmcateer.me/blog/machine-learning-technical-debt/ 3 comments
- First Impressions of Data Science Version Control (DVC) | by Christopher Samiullah | Medium https://medium.com/@christopher.samiullah/first-impressions-of-data-science-version-control-dvc-fe96ab29cdda#fd57 3 comments
- GitHub - alirezadir/Production-Level-Deep-Learning: A guideline for building practical production-level deep learning systems to be deployed in real world applications. https://github.com/alirezadir/Production-Level-Deep-Learning 3 comments
- GitHub - bermi/snapdir: Audit and distribute authenticated directory snapshots. https://github.com/bermi/snapdir 2 comments
- MLOps is part of DevOps. Not a fork — my thoughts on THE MLOps paper as an MLOps startup CEO | by Piotr Niedzwiedz | Oct, 2022 | Medium https://medium.com/@piotr.niedzwiedz/f324131709a7 2 comments
- GitHub - iterative/mlem: 🐶 A tool to package, serve, and deploy any ML model on any platform. https://github.com/iterative/mlem 2 comments
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