Lime: Explaining the predictions of any machine learning classifier
☆12,167Jul 25, 2024Updated 2 years ago
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.☆25,800Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,850Apr 8, 2026Updated 6 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,956Updated this week
- Code for "High-Precision Model-Agnostic Explanations" paper☆820Jul 19, 2022Updated 4 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,054Sep 11, 2025Updated last year
- 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.
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,126Jun 29, 2026Updated 3 months ago
- An open source python library for automated feature engineering☆7,687Sep 11, 2026Updated 3 weeks ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,406Feb 19, 2025Updated last year
- Automated Machine Learning with scikit-learn☆8,135Sep 15, 2026Updated 3 weeks ago
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single…☆28,841Updated this week
- Visualizations for machine learning datasets☆7,332May 24, 2023Updated 3 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,596Updated this week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,181Sep 29, 2026Updated last week
- Library for fast text representation and classification.☆26,523Mar 22, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Automatic extraction of relevant features from time series:☆9,470Jul 6, 2026Updated 3 months ago
- A system for quickly generating training data with weak supervision☆6,013Sep 14, 2026Updated 3 weeks ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,848Updated this week
- Code for all experiments.☆322Apr 13, 2021Updated 5 years ago
- Algorithms for explaining machine learning models☆2,648Oct 17, 2025Updated 11 months ago
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,391Oct 27, 2025Updated 11 months ago
- The fastai deep learning library☆28,217Sep 21, 2026Updated 2 weeks ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,950Sep 30, 2026Updated last week
- Uniform Manifold Approximation and Projection☆8,271Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,843Mar 18, 2024Updated 2 years ago
- An open-source NLP research library, built on PyTorch.☆11,883Nov 22, 2022Updated 3 years ago
- Model interpretability and understanding for PyTorch☆5,711Oct 1, 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…☆28,330Updated this week
- Topic Modelling for Humans☆16,498Nov 1, 2025Updated 11 months ago
- A curated list of awesome responsible machine learning resources.☆4,072Jun 3, 2026Updated 4 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,719Sep 11, 2026Updated 3 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,179Sep 22, 2026Updated 2 weeks ago
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆9,134Updated this week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.☆20,434Updated this week
- 🦉 Data Versioning and ML Experiments☆15,910Updated this week
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,434Aug 20, 2024Updated 2 years ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,393Feb 10, 2026Updated 7 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,830Feb 23, 2024Updated 2 years ago
- A library of sklearn compatible categorical variable encoders☆2,508Sep 8, 2026Updated last month
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,313Oct 29, 2025Updated 11 months ago