msaroufim / ML-devopsLinks
Helper scripts I use to run many experiments in the morning to check at night
☆20Updated 4 years ago
Alternatives and similar repositories for ML-devops
Users that are interested in ML-devops are comparing it to the libraries listed below
Sorting:
- Interview Questions and Answers for Machine Learning Engineer role☆116Updated 4 months ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 4 years ago
- Software Architecture for ML engineers☆413Updated 3 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 3 years ago
- ☆27Updated 3 years ago
- An open-source AutoML Library based on PyTorch☆306Updated last week
- ML Research paper summaries, annotated papers and implementation walkthroughs☆113Updated 3 years ago
- Kaggling for fast kagglers!☆54Updated 2 years ago
- Neural networks in pandas☆51Updated 3 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆249Updated 4 months ago
- Distributed skorch on Ray Train☆58Updated 3 years ago
- Host repository for the "Reproducible Deep Learning" PhD course☆407Updated 3 years ago
- Serving PyTorch models with TorchServe☆102Updated 2 years ago
- A curated list of awesome fastai projects/blog posts/tutorials/etc.☆174Updated 3 years ago
- Example machine learning pipeline with MLflow and Hydra☆94Updated 2 years ago
- ☆136Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- A collection of inference modules for fastai2☆90Updated 3 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- mkdocs + material + cool stuff☆64Updated 3 years ago
- ☆92Updated 4 years ago
- Lightning Bits: Engineering for Researchers repo☆132Updated 3 years ago
- Host for https://walkwithfastai.com☆146Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- Drift Detection for your PyTorch Models☆322Updated 3 years ago
- NLP Examples using the 🤗 libraries☆40Updated 4 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago