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Rohan Asthana's Projects

amusify icon amusify

An Android Music Player with Voice command functionality

bitcoin-sentiment-analysis icon bitcoin-sentiment-analysis

Sentiment Analysis on tweets on the topic Bitcoin and forecasting the future sentiments along with correlation of the sentiments with the actual bitcoin prices.

chatbot icon chatbot

A ChatBot which uses polarity and subjectivity to understand the messages

cifar10 icon cifar10

Trained a Deep Conv Net on CIFAR 10 dataset on Keras with 75% accuracy

consonance icon consonance

A music player that recommends songs by analyzing the spectrogram data of the users’ liked songs though CNNs and categorizing them into various genres.

neural-network icon neural-network

Train a simple Neural Network with 1 output unit using no frameworks. Only NumPy

predict-stock-prices icon predict-stock-prices

Using Linear Regression Model on Quandl dataset of stock prices to predict next 30 days stock prices

rna-analysis-for-pancreatic-cancer icon rna-analysis-for-pancreatic-cancer

Identifying the Exocrine (adenocarcinoma) tumors and remove Neuroendocrine tumors from data using PCA and running GSVA algorithm on subsetted pancreatic data

shape-classifier icon shape-classifier

Classifying 3 shapes: triangle,circle and square with 80% accuracy with Keras

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