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Apoorv Purwar's Projects

fred-data-search-tool- icon fred-data-search-tool-

This data search tool queries FRED API to retrieve databases and return results based on queried parameters

hand-written-number-classifier icon hand-written-number-classifier

Uses perceptron to identify hand written numbers (0-9) with ~96% accuracy using kernelized perceptron on US postal service data. Other variants of perceptron and batch perceptron also implemented here, which give relatively less accuracy.

npuzzle icon npuzzle

Using various search algos, this program solves the npuzzle problem

othello icon othello

Othello was a part of AI course assignment at Columbia. The driver files were provided by Prof. Daniel Bauer, the AI agent ap3644.py belongs to me.

song-year-predictor icon song-year-predictor

This regressor predicts the year to which a song belongs to based on the 90 attributes extracted from the songs. The training data set contains 0.6 million songs and various regressors and their outputs have been presented in this predictor.

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