Compilation of high-profile real-world examples of failed machine learning projects
☆754Jun 14, 2024Updated 2 years ago
Alternatives and similar repositories for Failed-ML
Users that are interested in Failed-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:
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,024Dec 28, 2025Updated 6 months ago
- nannyml: post-deployment data science in python☆2,143Jul 12, 2025Updated 11 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,835Jul 18, 2024Updated last year
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆749Updated this week
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,900Mar 17, 2023Updated 3 years 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.
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,651Jun 21, 2026Updated last week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,633May 2, 2026Updated last month
- A curated list of references for MLOps☆13,937Nov 21, 2024Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,558Updated this week
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆3,224Jun 22, 2026Updated last week
- 🌊 Online machine learning in Python☆5,853Updated this week
- skops is a Python library helping you share your scikit-learn based models and put them in production☆516Updated this week
- Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.☆2,487Feb 11, 2026Updated 4 months ago
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,251Jun 20, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is an Object Oriented implementation of a Trie in python. The class contains setter and getter methods, and implements several usefu…☆15Jan 9, 2018Updated 8 years ago
- Datastructure for data science☆23Apr 12, 2024Updated 2 years ago
- A Library for Uncertainty Quantification.☆927Apr 23, 2025Updated last year
- Want to get notified on the progress of your TensorFlow model training? Enter, a TensorFlow Keras callback to send notifications on the m…☆12Dec 28, 2022Updated 3 years ago
- An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch☆172Dec 15, 2022Updated 3 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,458Updated this week
- Explore and compare 1K+ accurate decision trees in your browser!☆169Mar 4, 2024Updated 2 years ago
- The WeightWatcher tool for predicting the accuracy of Deep Neural Networks☆1,756May 11, 2026Updated last month
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆104Sep 12, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,250Jun 4, 2026Updated 3 weeks ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,528Jan 13, 2026Updated 5 months ago
- Software Architecture for ML engineers☆421Jun 29, 2022Updated 4 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,384Aug 16, 2024Updated last year
- ☆13May 7, 2023Updated 3 years ago
- Web app using Pyodide to demo different types of Scikit-learn classifiers☆12Apr 16, 2022Updated 4 years ago
- Natural Intelligence is still a pretty good idea.☆831Mar 9, 2026Updated 3 months ago
- just a bunch of useful embeddings for scikit-learn pipelines☆526Feb 12, 2026Updated 4 months ago
- Annotate data using Jupyter notebooks☆12Apr 1, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics☆1,286Mar 30, 2025Updated last year
- Estimators to perform off-policy evaluation☆13Sep 3, 2024Updated last year
- Imputation of Missing Data in Tables☆12Aug 24, 2022Updated 3 years ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆92Jan 6, 2024Updated 2 years ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆423Apr 16, 2024Updated 2 years ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,683Jun 22, 2026Updated last week
- Automatically visualize your pandas dataframe via a single print! 📊 💡☆5,382Mar 20, 2024Updated 2 years ago