glove
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Experiments with deep learning models to build an accurate classifier to identify social media posts about shortage of essential commodities (gasoline during Hurricane Irma) and forecasting future shortages
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Jul 16, 2020 - Jupyter Notebook
Analysis of Data Scientist Job Descriptions using Natural Language Processing
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May 21, 2019 - HTML
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May 15, 2020 - Jupyter Notebook
Word2Vec (Skip Gram and CBOW) and GloVe implementation from scratch using NumPy.
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Apr 14, 2021 - Jupyter Notebook
Twitter Sentiment analysis using RNS like LSTMs, GRUs and enhancing the performance with ELMo embeddings and a self-attention model
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Mar 31, 2021 - Jupyter Notebook
Project to generate summaries and perform Named Entity Recognition from multiple types of text bodies.
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Jan 30, 2022
😈😇🗨️ Developed multiple sentiment classifiers, experimenting with the models (logistic regression, Neural nets - RNN,LSTM,GRU) and the embedding for the Twitter dataset
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Feb 15, 2022 - Jupyter Notebook
The Unfolding Space Glove is an Open Source wearbale that allows blind users to haptically sense the depth of their surrounding space and thus (hopefully) better navigate through it.
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Feb 28, 2022 - C++
From a given set of English sentences the program develops a vector representation in a high dimensional vector space for each word.
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Apr 22, 2020 - Python
Generation of the plausible image from scratch with input as text descriptions of flowers using GAN neural networks
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May 30, 2019 - Python
A simple and explainable deep learning model for NLP.
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Feb 7, 2021 - Jupyter Notebook
Deep learning prediction of twitter sentiment using GloVe
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Aug 3, 2022 - Jupyter Notebook
111-01 NTU CSIE5434 Applied Deep Learning (ADL)
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Feb 26, 2023 - Python
Prototype for a virtual keyboard based on IMUs and machine learning
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Jun 13, 2017 - TeX
Tensorflow code for a RNN to perform sentiment analysis on the Rotten Tomatoes Movie Review dataset
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Mar 11, 2018 - Jupyter Notebook
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