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The Top 23 Python Feature Engineering Open Source Projects

Open source projects categorized as Python Feature Engineering
Categories > Machine Learning > Feature Engineering
Hdb_resale_prices ⭐ 18
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.
most recent commit 4 months ago
Tricentis Lead Scoring ⭐ 18
Lead Scoring: Optimizing SaaS Marketing-Sales Funnel by Extracting the Best Leads with Applied Machine Learning
most recent commit 7 months ago
Bubble_plot ⭐ 18
Visualize linear and non-linear connections between numerical/categorical features (2D histogram with bubbles)
total releases 8most recent commit 5 years ago
The Data Analysis Workshop ⭐ 18
A New Interactive Approach to Learning Data Analysis
most recent commit 3 years ago
Data Science ⭐ 17
Utilizing Kaggle Data and Real-World Data for Data Science and Prediction in Python, R, Excel, Power BI, and Tableau.
most recent commit a year ago
Aligned ⭐ 17
Aligned describes data dependencies in ML systems, and reduce technical data debt
total releases 58most recent commit 4 months ago
Featuretoolsonspark ⭐ 16
A simplified version of featuretools for Spark
total releases 4most recent commit 5 years ago
Svoe ⭐ 15
A scalable, declarative, low-code framework for real-time and batch feature calculation/management (quant finance, anomaly/fraud detection, etc.), predictive ML training/inference and simulation. Built on top of Ray
most recent commit 3 months ago
Pubmed Best Match ⭐ 15
Machine-learning based pipeline relying on LambdaMART currently used in PubMed for relevance (Best Match) searches
most recent commit 6 years ago
Rheoceros ⭐ 15
Cloud-based AI / ML workflow and data application development framework
most recent commit 7 months ago
Competitive_dai ⭐ 15
The code to generate a top 20 score in the amazon classification challenge using Driverless AI's predictions and feature engineering : In line with this video : https://www.youtube.com/watch?v=qtUNyJlAID0&t=11s
most recent commit 6 years ago
50 Days Of Statistics For Data Science ⭐ 15
This repository consist of a 50-day program. All the statistics required for the complete understanding of data science will be uploaded in this repository.
most recent commit 2 years ago
Ibisml ⭐ 15
A WIP library for developing ML pipelines using Ibis
most recent commit 4 months ago
Mha Fs ⭐ 14
The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.
most recent commit a year ago
Kxy Python ⭐ 14
A toolkit to boost the productivity of machine learning engineers.
total releases 146most recent commit 2 years ago
Margot ⭐ 14
An algorithmic trading framework for pydata.
total releases 73most recent commit a year ago
Cortana Intelligence Customer360 ⭐ 13
This repository contains instructions and code to deploy a customer 360 profile solution on Azure stack using the Cortana Intelligence Suite.
most recent commit 6 years ago
Divik ⭐ 12
Divisive Intelligent K-Means algorithm (DiviK) for joint feature selection and clustering of heavily multidimensional data.
total releases 107most recent commit 8 months ago
Sngramextractor ⭐ 12
Python package code repo for Implementation of syntactic n-grams (sn-gram) extraction
total releases 6most recent commit 9 months ago
Automated Ml Application For Eda Streamlit Deployment Heroku ⭐ 12
This project is designed as Automated Application for performing Exploratory Data Analysis for given Dataset to generate insights using Python, Streamlit. For executing all the operations customized function has been created and with support of these functions every step will be executed. EDA like basic information about data, Tabulation Analysis, Distribution Analysis, Correlation Analysis and it has been extended to perform Advance Statistical Analysis with some Basic Feature Engineering has
most recent commit 3 years ago
Featuretools4s ⭐ 11
Run FeatureTools to automate Feature Engineering distributionally on Spark.
total releases 6most recent commit 6 years ago
Genetics ⭐ 11
Genetic Algorithm in Python, which could be used for Sampling, Feature Select, Model Select, etc in Machine Learning
total releases 1most recent commit 5 years ago
Mercury Dataschema ⭐ 11
Utility package that, given a Pandas DataFrame, it uses the DataSchema class which auto-infers feature types and automatically calculates different statistics depending on the types.
dependent packages 2total releases 1most recent commit 8 months agopypi mercury-dataschema} Downloads
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