feature-importance

Open-source projects categorized as feature-importance
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Language: + Python + Jupyter Notebook
Topics: feature-engineering Interpretability feature-selection Datascience Analytics
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Top 4 feature-importance Open-Source Projects

  • captum

    Model interpretability and understanding for PyTorch

  • kmeans-feature-importance

    Adding feature_importances_ property to sklearn.cluster.KMeans class

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • HDB_Resale_Prices

    Predicted and identified the drivers of Singapore HDB resale prices (2015-2019) with 0.96 Rsquare & $20,000 MAE. Web app deployment using Streamlit for user price prediction.

  • FeatureHub

    The most comprehensive library of AI/ML features across multiple domains. Our goal is to create a dataset that serves as a valuable resource for researchers and data scientists worldwide (by FeatureHub-AI)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

feature-importance related posts

  • [D] [R] Research Problem about Weakly Supervised Learning for CT Image Semantic Segmentation

    1 project | /r/MachineLearning | 24 Apr 2023

  • Can you interrogate a machine learning model to find out why it gave certain predictions?

    1 project | /r/MLQuestions | 3 Jan 2023

  • What kind of explainability techniques exist for Reinforcement learning?

    1 project | /r/reinforcementlearning | 24 Mar 2022

  • [D] How do you choose which Black-Box Explainability method to use?

    1 project | /r/MachineLearning | 30 Jan 2022

  • DeepLIFT or other explainable api implementations for JAX (like captum for pytorch)?

    1 project | /r/JAX | 10 Dec 2021

  • how to extract features from a (CNN) convolutional network having raw data with (XAI) explainable techinques?

    1 project | /r/deeplearning | 25 Oct 2021

  • Looking for help regarding explainable AI

    1 project | /r/ArtificialInteligence | 24 Oct 2021
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    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source feature-importance projects? This list will help you:

Project Stars
1 captum 4,597
2 kmeans-feature-importance 62
3 HDB_Resale_Prices 21
4 FeatureHub 6

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