Lime: Explaining the predictions of any machine learning classifier
☆12,153Jul 25, 2024Updated last year
Alternatives and similar repositories for lime
Users that are interested in lime 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 game theoretic approach to explain the output of any machine learning model.☆25,615Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,776Apr 8, 2026Updated 3 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,896Updated this week
- Code for "High-Precision Model-Agnostic Explanations" paper☆816Jul 19, 2022Updated 3 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,048Sep 11, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,113Jun 29, 2026Updated 2 weeks ago
- An open source python library for automated feature engineering☆7,662Jul 7, 2026Updated last week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,397Feb 19, 2025Updated last year
- Automated Machine Learning with scikit-learn☆8,119Jun 29, 2026Updated 2 weeks ago
- Visualizations for machine learning datasets☆7,343May 24, 2023Updated 3 years ago
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆28,561Updated this week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,587Updated this week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,158Jul 10, 2026Updated last week
- Library for fast text representation and classification.☆26,548Mar 22, 2024Updated 2 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.
- Automatic extraction of relevant features from time series:☆9,269Jul 6, 2026Updated last week
- A system for quickly generating training data with weak supervision☆5,989Jun 8, 2026Updated last month
- Code for all experiments.☆322Apr 13, 2021Updated 5 years ago
- Algorithms for explaining machine learning models☆2,636Oct 17, 2025Updated 9 months ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,569Updated this week
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,380Oct 27, 2025Updated 8 months ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,741May 19, 2026Updated last month
- Uniform Manifold Approximation and Projection☆8,227Jun 6, 2026Updated last month
- An open-source NLP research library, built on PyTorch.☆11,889Nov 22, 2022Updated 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 probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,843Mar 18, 2024Updated 2 years ago
- Model interpretability and understanding for PyTorch☆5,668Jul 7, 2026Updated last week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,042Updated this week
- Topic Modelling for Humans☆16,463Nov 1, 2025Updated 8 months ago
- A curated list of awesome responsible machine learning resources.☆4,047Jun 3, 2026Updated last month
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,641Apr 22, 2026Updated 2 months ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,170Jul 9, 2026Updated last week
- The fastai deep learning library☆28,081Jul 11, 2026Updated last week
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆9,026Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.☆20,305May 8, 2026Updated 2 months ago
- 🦉 Data Versioning and ML Experiments☆15,751Updated this week
- Modin: Scale your Pandas workflows by changing a single line of code☆10,394Feb 10, 2026Updated 5 months ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,433Aug 20, 2024Updated last year
- A library of sklearn compatible categorical variable encoders☆2,493Jul 11, 2026Updated last week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,827Feb 23, 2024Updated 2 years ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,263Oct 29, 2025Updated 8 months ago