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.
coursera-Applied-Data-Science-with-Python
Repository for coursera specialization Applied Data Science with Python by University of Michigan
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.
FindPoliticalDonors
Data Engineering
Gun_Deaths
Analysis of gun deaths in US
Hangman
Getting my hands dirty with python by rewriting the Hangman that I wrote in QBASIC in 2001
Hangman-in-Java-
Getting my hands dirty with Java by rewriting the Hangman that I wrote in QBASIC in 2001
Linear_Multiple_Regression
Using Scikit-learn and StatsModels
MoviePedia
MoviePedia - Analysing whether critics really matter for movies' box office success. What are the factors affecting a movie's box office success ?
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
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