Siddhant Gupta's repositories
COT5615-Math-for-Intelligent-Systems-Fall-2018
I took Math for Intelligent System COT5615 in fall 2018 offered by University of Florida. In this repo I am sharing the assignments, lecture PPTs and my code for the same. I have seen very common questions like "What are the topics I should go through for machine learning?", and topics of the PPTs, in my opinion will give you a clear idea about that. This was an awesome but very intensive course. Have a look!!
Advance-Data-Structures-COP5536
I took Advance Data Structures COP5536 in fall 2018 offered by University of Florida. In this repo I am sharing the assignments and my code for the same.
Shoot-em-up
This project aims to bring the fun and simplicity of game with some new features. It will include computer controlled intelligent opponents whose aim will be to challenge the human player.
Coursera-Machine-Learning
These are the solves exercises for the coursera course on Machine Leaning by Andrew Ng
Firsher-Linear-discriminant
This is the code fisher linear discriminant in Python. Data used : https://www.kaggle.com/arshid/iris-flower-dataset
HousePricePrediction
This project is focused on predicting house prices of Washington state.
Neural-Network-Backprogation-2-class
This is the code of Neural Network from scratch using backpropagation and cross entropy as the loss function.