I created an app (CNNet, URL in description) that tells you what subreddit to post to based on your title, and I used r/Python, r/learnmachinelearning, r/compsci and r/datascience. This app could be expanded to include other technical subreddits and serve as a way to decide where to crosspost.

• NLP-CNN-Subreddit-Sorter-Heroku-App

  4 1 0.0 Jupyter Notebook

  End-to-end development of an application using a convolutional neural network that suggests to users/moderators which technical subreddit a post actually belongs to. Novel method to determine # of CNN filters. Custom Word2vec embeddings. The subreddits chosen are all technical and similar, and benefit users/moderators interested in data science and related fields. (Exploratory data analysis, feature engineering, custom word2vec embeddings, convolutional neural network, deployment via flask to

This app could be expanded to include other similar technical subreddits and serve as a way to decide where to crosspost, or for moderators to auto flag posts that are off topic. Here is the repo: https://github.com/djthorne333/NLP-CNN-Subreddit-Sorter-Application, and link to the app: https://datascience-reddit-post-sorter.herokuapp.com/. I think I thought of a way to extract from the dataset the optimal amount of filters to use for each filter size for the CNN. I have some typos to fix right now it seems, but it's generally done. Please let me know what you think, and give me any advice, as I am trying to break into data science.

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