Sathvik Guru Rao's repositories
ChatBot-using-neural-network
A basic chatbot using sequential neural network from keras using a json dataset.
Social-Touch-Gesture-Classification
This project investigates random forest, 2D CNN, and 3D CNN, and an ensemble classifier combines the three models for the social touch gesture recognition on the CoST dataset.
Subgroup-Discovery-on-Random-Forest
Subgroup discovery method is applied to random forest in order to select subgroups of entities in the dataset, which seems to be able to approximate with a single random tree. This provides us with the interpretable subgroups of dataset, which makes the random forest model less black-box than usual.
FAQ-chatbot-using-rasa-nlu
chatbot using RASA NLU for a online teaching platform.
NumberRecognition
Web application to recognize hand written digits
Predicting-the-mortality-of-COVID-19-patients
A study on COVID-19 to predict the mortality of patients using biomarkers information.
Time-series-Analysis
ARIMA , Feed Forward Neural Network and RNN-LSTM models were used on the air passengers dataset and the performance were compared.
if-else-statement-game
A simple game created using python basics - if - else statements.
imformation-retrieval-using-elasticsearch
Improving the performance of the information retrieval system by normalization of data .Elasticsearch engine was used and bm25 model was used to compare the performance of the IR system.