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bme671

Signal Processing and Applied Mathematics Course Assignments

consumer-complaints-text-classification-word2vec-glove

Analyze the performance of word2vec, TFIDF and GloVe word embeddings on Consumer Complaints obtained from US CFB website using Logistic Regression and Stochastic Gradient Descent

course-timetable-scheduling-genetic-algo-happiness-param

Generating Course Timetable Using Genetic Algorithm with Happiness Parameter: Created a Java based GUI and algorithm in C++ for generating course timetable considering all the soft and hard constraints with new parameter

ids705

Principles of Machine Learning Course Assignments

pyspark-tf-idf-movie-recommendation-als

PySpark implementation for Common word occurrence using IDF and TF-IDF in text and Movie recommendation using Collaborative Filtering (ALS)

ravitashaw.github.io

react-redux-instagram

A react redux similar to Instagram with CRUD operations.

rqe-nlp-mediqa2019

Recognizing Question Entailment (RQE) in Medical Question Answering (DataSource: MEDIQA 2019)

spotify-skip-prediction-inference

Inferring skip patterns from Spotify’s soundtrack recommendation (DataSource: Spotify Skip Prediction Challenge 2019)

transformed_illumination

Automated Microscope from Monte Carlo based simulation by capturing iterative illumination of snapshots using LSTMs and Transformers (BERT) for instant image classification (CNN) of molecular specimens

voting-prediction-north-carolina

Prediction of Likely Voters in North Carolina using Multilevel Hierarchical Model