The book every data scientist needs on their desk.
☆1,001Jun 4, 2026Updated 2 months ago
Alternatives and similar repositories for The-Little-Book-of-ML-Metrics
Users that are interested in The-Little-Book-of-ML-Metrics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A comprehensive Python package template to kickstart and standardize your MLOps initiatives and data pipelines.☆1,416Jul 15, 2026Updated 3 weeks ago
- nannyml: post-deployment data science in python☆2,147Jul 12, 2025Updated last year
- Start building and deploying Python packages and Docker images for MLOps tasks.☆441Jul 7, 2026Updated last month
- A set of examples illustrating some possible use cases for NannyML☆21Oct 20, 2023Updated 2 years ago
- Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.☆897Feb 13, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆733Jul 7, 2026Updated last month
- AdalFlow: The library to build & auto-optimize LLM applications.☆4,199May 29, 2026Updated 2 months ago
- The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices☆5,272Apr 22, 2026Updated 3 months ago
- 🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽�…☆4,381Apr 20, 2026Updated 3 months ago
- Study the temporal performance degradation of machine learning models.☆16Jan 26, 2024Updated 2 years ago
- The best repo showing why bayesianism is a complete misnomer☆32Mar 25, 2026Updated 4 months ago
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆284May 13, 2026Updated 2 months ago
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆980Apr 3, 2024Updated 2 years ago
- Extra blocks for scikit-learn pipelines.☆1,408Aug 1, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.☆5,002Aug 18, 2025Updated 11 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,278Jul 9, 2026Updated last month
- A curated list of references for MLOps☆14,140Nov 21, 2024Updated last year
- Shapley Interactions and Shapley Values for Machine Learning☆764Updated this week
- A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.☆3,924Updated this week
- 🏅 Collection of Kaggle Solutions and Ideas 🏅☆6,483Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,578Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,793Updated this week
- Python implementation of binary and multi-class Venn-ABERS calibration☆207May 8, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Calibrated Explanations is an explanation method for uncertainty-aware explanations of classification and regression models.☆78Jul 24, 2026Updated 2 weeks ago
- Toolkit to forge scikit-learn compatible estimators☆19Aug 1, 2026Updated last week
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆328Updated this week
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,268Jul 31, 2026Updated last week
- A mixture density network, by PyTorch, for scikit-learn☆26Feb 27, 2026Updated 5 months ago
- Python package for conformal prediction☆581Jul 8, 2026Updated last month
- ☆8,911Sep 22, 2024Updated last year
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆862Feb 12, 2026Updated 5 months ago
- A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.☆46May 18, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Free MLOps course from DataTalks.Club☆15,090Aug 1, 2026Updated last week
- Scalable machine 🤖 learning for time series forecasting.☆1,262Updated this week
- Curated Data Science resources (Free & Paid) to help aspiring and experienced data scientists learn, grow, and advance their careers.☆1,438Dec 15, 2025Updated 7 months ago
- A Python package for causal inference in quasi-experimental settings☆1,172Updated this week
- ☆114Feb 18, 2024Updated 2 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆403Jul 10, 2026Updated 3 weeks ago
- 🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial …☆3,423Dec 9, 2024Updated last year