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awesome-feature-engineering

A curated list of feature engineering techniques for image and text machine learning
https://github.com/xiaoganghan/awesome-feature-engineering

Last synced: 3 days ago
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Image
- brightness, contrast, saturation
- spatial transformer
- histogram equalization
  - input
  - output
- flipping
  - 1
  - 2
- rotation and projection
  - input
  - output
- Libraries
  - output
Text
- stemmer
  - nltk
- tf-idf
  - sklearn
- svd
  - sklearn
- word2vec
  - Do-it-yourself NLP for bot developers
  - Document Classification with scikit-learn
General
- word2vec
  - 特征工程到底是什么？(in Chinese)
  - input
- data exploration with Pandas
  - Data Wrangling with Pandas
  - A Rubric for Data Wrangling and Exploration
- feed data to model
  - Is That a Duplicate Quora Question?

Programming Languages

Categories

Image 13 General 5 Text 5

Sub Categories

word2vec 4 brightness, contrast, saturation 3 spatial transformer 3 rotation and projection 2 histogram equalization 2 flipping 2 data exploration with Pandas 2 stemmer 1 feed data to model 1 Libraries 1 tf-idf 1 svd 1