π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
β82Jan 16, 2022Updated 4 years ago
Alternatives and similar repositories for ml-testing
Users that are interested in ml-testing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β273Sep 21, 2022Updated 4 years ago
- An introduction talk about metric learningβ24Oct 28, 2021Updated 5 years ago
- A repository containing an introduction to Panel made to be support videos and talks.β56Oct 31, 2021Updated 5 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciencesβ13Aug 18, 2022Updated 4 years ago
- Use custom tokenizers in spacy-transformersβ16Sep 30, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- β12Oct 30, 2021Updated 5 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Giβ¦β15Dec 2, 2020Updated 5 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.β29Dec 7, 2021Updated 4 years ago
- Convert English alphabet to Katakanaβ15Aug 1, 2026Updated 2 months ago
- β15Oct 9, 2018Updated 8 years ago
- Lahinch surf predictions with Hopsworksβ15May 21, 2025Updated last year
- A full example for causal inference on real-world retail data, for elasticity estimationβ54Jul 8, 2021Updated 5 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.β468Nov 11, 2022Updated 3 years ago
- β20Dec 16, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ878Jun 16, 2023Updated 3 years ago
- general functions for your data .pipe()-lines.β17Nov 8, 2023Updated 2 years ago
- Code repo for EMNLP 2023 paper "Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models"β24Nov 13, 2023Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure bookβ116Jun 2, 2023Updated 3 years ago
- The analysis of satellite imagery can provide vital insights in various corporate and governmental application areas. Semantic segmentatiβ¦β11Sep 18, 2018Updated 8 years ago
- β18May 31, 2023Updated 3 years ago
- A Wikipedia-based summarization datasetβ14Mar 27, 2023Updated 3 years ago
- A few baselines with a standard tabular modelβ37Jun 3, 2020Updated 6 years ago
- Simulator for the UEFA Champions League group stage draw.β18Aug 31, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documenβ¦β18May 23, 2023Updated 3 years ago
- Scala-Java interoperability examplesβ11Sep 28, 2015Updated 11 years ago
- An easy-to-use ML pipeline package for Python inspired by scikit-learn pipeline and PyTorch layers.β12Aug 27, 2023Updated 3 years ago
- β17Feb 23, 2021Updated 5 years ago
- β16Jun 4, 2023Updated 3 years ago
- Splunking Crime using Splunk Machine Learning Toolkitβ11Dec 14, 2018Updated 7 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.β37Feb 10, 2021Updated 5 years ago
- β97Feb 25, 2026Updated 8 months ago
- Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugmentβ31Feb 7, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Doubt your data, find bad labels.β514Jul 15, 2024Updated 2 years ago
- This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.β23Apr 8, 2022Updated 4 years ago
- Build a data catalog by running a single line of codeβ16Mar 12, 2025Updated last year
- Building a maintainable Machine Learning pipeline using DVCβ16Jul 7, 2020Updated 6 years ago
- The Fuzzy Labs guide to the universe of open source MLOpsβ483May 19, 2025Updated last year
- A Terraform module for scheduling Vertex Pipeline runs using Google Cloud Schedulerβ13Dec 7, 2022Updated 3 years ago
- β13Dec 16, 2020Updated 5 years ago