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Kedar Prabhudesai's Projects

codewars icon codewars

My attempt at some interesting coding exercises on CodeWars

deepsleepnet icon deepsleepnet

Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017

dpmm icon dpmm

Dirichlet process mixture model code in Matlab. Sampling and variational.

focusstack icon focusstack

Simple Focus Stacking in Python: Merge a collection of photos taken at different focus depths into one image with sharp focus

gmm-lda-topic-model icon gmm-lda-topic-model

This topic model extends the classic latent Dirichlet allocation (LDA) topic model, by modeling topics as Gaussian mixture models (GMM)

how_to_generate_images icon how_to_generate_images

This is the code for "How to Generate Images - Intro to Deep Learning #14' by Siraj Raval on YouTube

how_to_make_a_chatbot icon how_to_make_a_chatbot

This is the code for "How to Make a Chatbot - Intro to Deep Learning #12' by Siraj Raval on YouTube

matlab-smote icon matlab-smote

Matlab implementation of Synthetic Minority Oversampling Technique (SMOTE)

pyliterature icon pyliterature

A Pythonic wrapper for the scientific journal, including Nature, Science, ScienceDirect, Wiley, ACS publication, RSC publication and so on.

sta601 icon sta601

Notes from David Dunson's Stats class

wer-in-python icon wer-in-python

This program calculates the word error rate of hypothesis in ASR and print the aligned result.

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