🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
☆266Sep 21, 2022Updated 3 years ago
Alternatives and similar repositories for testing-ml
Users that are interested in testing-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆690Mar 16, 2023Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆154Apr 14, 2024Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆186Jul 9, 2024Updated last year
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Jan 16, 2022Updated 4 years ago
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆145Jul 7, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A curated list of references for MLOps☆14Sep 18, 2020Updated 5 years ago
- A proof of concept library for generating and running machine learning model tests☆13Sep 27, 2020Updated 5 years ago
- 📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.☆204Jun 5, 2024Updated last year
- Simple template showing how to set up docker for reproducible data science with Jupyter notebooks.☆23Jun 17, 2024Updated last year
- Software Architecture for ML engineers☆419Jun 29, 2022Updated 3 years ago
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,881Mar 17, 2023Updated 3 years ago
- Starter template for python projects☆18Feb 15, 2024Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆92Sep 12, 2022Updated 3 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆873Jun 16, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,001Dec 28, 2025Updated 3 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,759Jul 18, 2024Updated last year
- Code for training on Imagenet to SOTA results using PyTorch☆13Aug 14, 2023Updated 2 years ago
- Demonstration of using Caffe2 inside an Android application.☆10Dec 23, 2018Updated 7 years ago
- This repository shows how to implement a basic model for multimodal entailment.☆10Aug 17, 2021Updated 4 years ago
- ☆12Nov 28, 2023Updated 2 years ago
- Deploy RAGs quickly, anywhere☆12Nov 20, 2025Updated 4 months ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Aug 18, 2023Updated 2 years ago
- Economic models and things in Pytorch☆22Nov 30, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆72May 16, 2025Updated 10 months ago
- Examples for the Activate conference☆11Sep 11, 2019Updated 6 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Mar 14, 2022Updated 4 years ago
- This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"☆17Dec 8, 2022Updated 3 years ago
- A curated list of references for MLOps☆13,842Nov 21, 2024Updated last year
- Toolkit for developing and maintaining ML models☆150Jun 6, 2024Updated last year
- Doubt your data, find bad labels.☆516Jul 15, 2024Updated last year
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,221Mar 28, 2026Updated 2 weeks ago
- Maternal Health Risk prediction MLOps pipeline☆45Dec 6, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,333Aug 16, 2024Updated last year
- ☆44Dec 15, 2025Updated 3 months ago
- ACK is an E(T)L tool specialized in API data ingestion. It is accessible through a Command-Line Interface. The application allows you to …☆45Oct 3, 2023Updated 2 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Dec 2, 2020Updated 5 years ago
- nannyml: post-deployment data science in python☆2,135Jul 12, 2025Updated 9 months ago
- ☆14Jul 21, 2022Updated 3 years ago
- Natural Intelligence is still a pretty good idea.☆830Mar 9, 2026Updated last month