Prithvi Ramrucha's repositories
Consolidate
Consolidate was a proof of concept cross-platform self-improvement application designed to help improve your productivity through organisation and the elimination of procrastination.
Django-Website-COVID-19
A basic Django blog website featuring articles covering the COVID-19 pandemic.
Python-Brownian-Motion
A very basic simulation of Brownian motion using the PyGame library.
Visualising-Complex-Functions
This library contains code to visualise complex functions and their poles by plotting their corresponding Pòlya vector fields.
BSc-Computer-Science
Video discussing this curriculum:
COVID-Survival-Model
This artificial neural network (ANN) was trained on patients with COVID-19 based on pre-conditions such as age, obesity, hypertension, etc. The model was created with PyTorch on Juypter Notebook.
LeNet-5
LeNet-5, a convolution neural network (CNN), for digit recognition was replicated in PyTorch and trained on the MNIST dataset with feature visualisation via a gradient-based method.
Random-Forest-Regressor
This Jupyter notebook serves as a machine learning template to quickly make predictions and analyse feature importance in a dataset.
Neural-Networks
A collection of neural network models implemented on Python using the popular machine learning library PyTorch.