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Deepak Rishi's Projects

shogun icon shogun

The Shogun Machine Learning Toolbox (Source Code)

t-sne icon t-sne

This code demonstrates the how to use t-SNE from Scikit -Learn's implementation

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tic-tac-toe-using-alpha-beta-minimax-search icon tic-tac-toe-using-alpha-beta-minimax-search

This code demonstrates the use of Alpha Beta Pruning for Game playing. Since, Tic Tac Toe has a depth of 9 , I use a heuristic function that evaluates the Board State after searching through a depth of 3. The heuristic function calculates the expected score of winning for the PC given the board state.

tsp-astar icon tsp-astar

This code solves the Travelling Salesman Problem using Astar Search. Minimum Spanning Tree Heuristic was used to estimate the remaining distance from one city to the last.

viterbi-algorithm icon viterbi-algorithm

The Viterbi algorithm is tagging algorithm based on TRIGRAM HIDDEN MARKOV MODELS (TRIGRAM HMMS)

yes-no-speech-recognizer icon yes-no-speech-recognizer

This is a relatively simple model of a Yes/No speech recognizer.It takes an input of the user saying either yes or no and tells what the user spoke.

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