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1. Optical-character-recognition Optical-character-recognition Public

   The notebook in this repository uses pytesseract to extract text from a pdf document. The script can be used to automate text acquisition from a large body of printed resources such as books. The a…

2. lawsuits-summarizer lawsuits-summarizer Public

   # lawsuits-summarizer A lawsuit is long (5-100 pages) document detailing a legal case. The goal of this project is to train a summarization model and expose an API endpoint such that given a lawsui…

   JavaScript

3. Transformer-for-text-classification Transformer-for-text-classification Public

   A custom state of the art transformer for text classification. It classifies long text (500-1000 words) hotel reviews) into binary sentiment classes i.e. positive or negative.

   2

4. Gym-minigrid-games Gym-minigrid-games Public

   This notebook trains an agent to navigate a maze and reach a desired destination. It uses the Gym-MiniGrid's fourRoom-v0 environment as the maze. The agent is trained by using reiforcement learning…

5. cross_collection_opinion_mining cross_collection_opinion_mining Public

   This repository contains code and data sets I used in my Master's thesis "Cross-collection aspect based opinion mining using topic models". The document can be found at http://research.sabanciuniv.…

   Python

6. Timeseries-forecasting Timeseries-forecasting Public

   An LSTM for weather forecasting. Predicts the condition of 14 weather indicators (temperature, wind, humidity, pressure etc) for the next 2 weeks with high accuracy

   Jupyter Notebook