DistrictDataLabs / yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
☆4,323Updated last month
Alternatives and similar repositories for yellowbrick:
Users that are interested in yellowbrick are comparing it to the libraries listed below
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,768Updated 2 years ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆4,982Updated last month
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,432Updated 7 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,426Updated last week
- A scikit-learn compatible neural network library that wraps PyTorch☆5,986Updated last week
- An open source python library for automated feature engineering☆7,384Updated this week
- A library of sklearn compatible categorical variable encoders☆2,431Updated last week
- Hyper-parameter optimization for sklearn☆1,610Updated 9 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,763Updated last year
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆6,944Updated 2 weeks ago
- A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner☆2,592Updated last year
- Declarative visualization library for Python☆9,651Updated 2 weeks ago
- 📚 Parameterize, execute, and analyze notebooks☆6,113Updated 2 months ago
- Pandas integration with sklearn☆2,824Updated last year
- Bayesian Modeling and Probabilistic Programming in Python☆8,921Updated this week
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,364Updated last month
- Visualize and compare datasets, target values and associations, with one line of code.☆2,996Updated 7 months ago
- STUMPY is a powerful and scalable Python library for modern time series analysis☆3,839Updated last week
- A python library for decision tree visualization and model interpretation.☆3,031Updated 2 weeks ago
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,356Updated 5 months ago
- An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks☆3,068Updated last year
- Clean APIs for data cleaning. Python implementation of R package Janitor☆1,402Updated this week
- With Holoviews, your data visualizes itself.☆2,764Updated this week
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆12,799Updated this week
- Feature engineering package with sklearn like functionality☆2,012Updated last week
- Automated Machine Learning with scikit-learn☆7,773Updated 2 months ago
- Survival analysis in Python☆2,418Updated 4 months ago
- Missing data visualization module for Python.☆4,069Updated 10 months ago
- The machine learning toolkit for time series analysis in Python☆2,954Updated 8 months ago
- Dask tutorial☆1,849Updated last year