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edualgo / Grokking-Machine-Learning

This repo aims to contain different machine learning use cases along with the descriptions to the model architectures
https://github.com/Abhijit2505/Grokking-Machine-Learning/wiki
MIT License
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Comparing cosmetics by the ingredients used #142

Closed shraiyya closed 3 years ago

shraiyya commented 3 years ago
  1. The project helps us predict which cosmetics are good for us from a large dataset of cosmetics.
  2. Preprocessing the ingredient lists is done via word embedding, then visualizes ingredient similarity using the Dimensionality-Reduction technique called t-SNE, and the visualization is done using Bokeh.
  3. It is a content-based recommendation system based on the chemical components of cosmetics.
  4. This Project also includes the concepts of natural language processing and word embedding.
  5. . Please add the DWOC Tag and Level of the Code.
Abhijit2505 commented 3 years ago

@shraiyya get started.