Lime: Explaining the predictions of any machine learning classifier
☆12,137Jul 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.☆25,498Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,776Apr 8, 2026Updated last month
- Fit interpretable models. Explain blackbox machine learning.☆6,871Jun 1, 2026Updated last week
- Code for "High-Precision Model-Agnostic Explanations" paper☆813Jul 19, 2022Updated 3 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,047Sep 11, 2025Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,106Apr 13, 2026Updated last month
- An open source python library for automated feature engineering☆7,656Feb 3, 2026Updated 4 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,400Feb 19, 2025Updated last year
- Automated Machine Learning with scikit-learn☆8,108Apr 21, 2026Updated last month
- Visualizations for machine learning datasets☆7,342May 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…☆28,437Updated this week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,578May 25, 2026Updated last week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,151Updated this week
- Library for fast text representation and classification.☆26,529Mar 22, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Automatic extraction of relevant features from time series:☆9,240May 31, 2026Updated last week
- A system for quickly generating training data with weak supervision☆5,973Apr 10, 2026Updated last month
- Code for all experiments.☆322Apr 13, 2021Updated 5 years ago
- Algorithms for explaining machine learning models☆2,628Oct 17, 2025Updated 7 months ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,418Updated this week
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,377Oct 27, 2025Updated 7 months ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,634May 19, 2026Updated 2 weeks ago
- Uniform Manifold Approximation and Projection☆8,197May 29, 2026Updated last week
- An open-source NLP research library, built on PyTorch.☆11,897Nov 22, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,841Mar 18, 2024Updated 2 years ago
- Model interpretability and understanding for PyTorch☆5,641Updated this week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆26,338Updated this week
- Topic Modelling for Humans☆16,421Nov 1, 2025Updated 7 months ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,163May 29, 2026Updated last week
- A curated list of awesome responsible machine learning resources.☆4,040Updated this week
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,576Apr 22, 2026Updated last month
- The fastai deep learning library☆28,023May 20, 2026Updated 2 weeks ago
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,972Updated this week
- 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.
- Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.☆20,218May 8, 2026Updated last month
- 🦉 Data Versioning and ML Experiments☆15,638May 27, 2026Updated last week
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,435Aug 20, 2024Updated last year
- Modin: Scale your Pandas workflows by changing a single line of code☆10,390Feb 10, 2026Updated 3 months ago
- A library of sklearn compatible categorical variable encoders☆2,491May 25, 2026Updated last week
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,248Oct 29, 2025Updated 7 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,826Feb 23, 2024Updated 2 years ago