marcotcr / lime
Lime: Explaining the predictions of any machine learning classifier
☆11,845Updated 8 months ago
Alternatives and similar repositories for lime:
Users that are interested in lime are comparing it to the libraries listed below
- A game theoretic approach to explain the output of any machine learning model.☆23,695Updated last week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,770Updated 2 years ago
- Fit interpretable models. Explain blackbox machine learning.☆6,451Updated this week
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆6,968Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,331Updated last month
- Automatic extraction of relevant features from time series:☆8,707Updated 2 months ago
- An open source python library for automated feature engineering☆7,416Updated last week
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆17,114Updated this week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,385Updated 2 months ago
- A library of sklearn compatible categorical variable encoders☆2,437Updated 3 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,005Updated last week
- Automated Machine Learning with scikit-learn☆7,796Updated 2 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆4,992Updated 2 months ago
- A hyperparameter optimization framework☆11,753Updated this week
- Deep universal probabilistic programming with Python and PyTorch☆8,723Updated this week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,838Updated last year
- Visualizations for machine learning datasets☆7,370Updated last year
- AutoML library for deep learning☆9,217Updated 4 months ago
- A system for quickly generating training data with weak supervision☆5,844Updated 11 months ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆9,877Updated last month
- The fastai deep learning library☆26,863Updated last week
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,338Updated 4 years ago
- A collection of infrastructure and tools for research in neural network interpretability.☆4,690Updated 2 years ago
- Topic Modelling for Humans☆15,949Updated 2 months ago
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,348Updated this week
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆26,806Updated this week
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆7,401Updated last week
- An open-source NLP research library, built on PyTorch.☆11,836Updated 2 years ago
- A Hyperparameter Tuning Library for Keras☆2,880Updated 4 months ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,661Updated 8 months ago