Sumit Pokhrel (SumitPokhrel)

SumitPokhrel

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Sumit Pokhrel's repositories

Optimal-Control-

A simple Optimal control problem is solved that has initial state constraints. Two methods are used - Continuous-time and Simplectic Euler Methods.

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coursera-Applied-Data-Science-with-Python

Repository for coursera specialization Applied Data Science with Python by University of Michigan

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Data_Engineering_NASA_server_log_file_Analysis

NASA's Server Log File Analysis to extract useful metrics and prevent possible security breaches by detecting patterns of three failed login attempts from same IP address over 20 secs.

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FindPoliticalDonors

Data Engineering

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Gun_Deaths

Analysis of gun deaths in US

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Hangman

Getting my hands dirty with python by rewriting the Hangman that I wrote in QBASIC in 2001

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Hangman-in-Java-

Getting my hands dirty with Java by rewriting the Hangman that I wrote in QBASIC in 2001

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Linear_Multiple_Regression

Using Scikit-learn and StatsModels

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MoviePedia

MoviePedia - Analysing whether critics really matter for movies' box office success. What are the factors affecting a movie's box office success ?

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Project3

Using NLTK and Natural Language Processing to classify song genres and predict whether a song is likely to become a hit based on song lyrics

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Static-Optimization-with-Inequality-Constraints

A simple Static Optimization with Inequality Constraints is solved using Matlab's proprietary FMINCON function and Bracket-Multiplier penalty function. Python's version coming soon. If you want to learn more about the material, http://www.mit.edu/~dimitrib/Constrained-Opt.pdf

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