Maximilian Krahn

Topic Modelling and Visualization

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This PR implements support for Topic Modelling in Texthero (see #42). Maybe see [the showcasing notebook](https://colab.research.google.com/drive/1RCvP2TRPw3aGaGbU4Cf2_gNhZmdU6Zru?usp=sharing) first before reading this. ## Overview We implement 5 new functions: - `lda` (Latent...

introducing flake8 to Texthero

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I was thinking, that we could improve our overall code quality by using some checker or style guide tools like [flake8](https://gitlab.com/pycqa/flake8). From my previous experiences, Uni and Work it was...

Add Visualisation Tutorial

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created a short tutorial, which will introduce the user to the two visualization functions top_words 🔝 and word cloud. ☁️ I left out the scatterplot function on purpose, as I...

Visualize hero.describe with plots

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This new function in the visualization module allows users to easily visualize the describe function. We belive, that this will be often use, to display the key characteristics of the...

Update getting_started.md

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* removed spelling mistakes from the getting started * added tokenization functions to the document and process It will still remain as a draft after everything else in #107 is...

Update README.md

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* corrected some spelling mistakes * added tokenize to the demo code snippets * explanation of which functions take tokenized input It will still remain as a draft after everything...

cleaned up regex function by introducing constants for patterns

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cleaned up all regex functions and removed the new clean pipeline

Add drop duplicates; closes #4

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closes #4 added the drop duplicates function to the representation module 🤖 and created unit test :octocat:

I was running the data_image.py file, with the code in the last lines uncommented hoping it will produce an image similar to figure 4 in the GRAND paper. However, I...