feature_engine
Feature transformer
A Python library with multiple transformers to engineer and select features for use in machine learning models.
Feature engineering package with sklearn like functionality
2k stars
33 watching
312 forks
Language: Python
last commit: 13 days ago
Linked from 3 awesome lists
data-sciencefeature-engineeringfeature-extractionfeature-selectionmachine-learningpythonscikit-learn
Related projects:
Repository | Description | Stars |
---|---|---|
chrislemke/sk-transformers | Provides a collection of reusable data transformation tools | 8 |
nitro-ai/nitrofe | A Python feature engineering engine designed to simplify the creation of time-series features with internal value storage for continuous calculation | 106 |
lacava/few | Automates feature engineering by using genetic programming to select the most useful features for machine learning models. | 51 |
matlab-deep-learning/transformer-models | An implementation of deep learning transformer models in MATLAB | 206 |
asavinov/lambdo | A workflow engine that unifies feature engineering and machine learning operations for data analysis. | 23 |
jsksxs360/how-to-use-transformers | A comprehensive guide to using the Transformers library for natural language processing tasks | 1,133 |
alan-turing-institute/xpandas | A high-level data container with transformer functionality for feature extraction and transformation. | 26 |
johnsonc/lambdo | A workflow engine for unifying feature engineering and machine learning operations in data analysis pipelines | 1 |
transformerlensorg/transformerlens | A library for reverse engineering the algorithms learned by large language models from their weights | 1,569 |
modeloriented/ingredients | Provides tools to assess and visualize the importance and effects of features in machine learning models | 37 |
bookshelf/processor-plugin | Allows developers to define custom functions that transform values on model attributes | 4 |
dask/dask-ml | A Python library for scalable machine learning using Dask alongside popular ML libraries | 902 |
cgarciae/phi | A Python library for functional programming that aims to simplify the experience by providing a unified API and operator overloading for common data transformations and operations. | 134 |
manuel-calzolari/sklearn-genetic | A genetic feature selection tool for machine learning models | 323 |
featureform/featureform | A virtual feature store that enables data scientists to define, manage, and serve their ML model's features on top of existing infrastructure. | 1,818 |