Ayush Thada's repositories
Bayesian-Statistics
Bayesian Statistics with R [Gibbs Sampling, Metrapolis Hastings, Regression, Logistic Regression, Poisson Regression, Multi Factor Anova, Hierarchical Modelling, Mixture Models]
Text-To-Image
A Pytorch based toy project for caption to image generator using th GAN-CLS. Flickr-30K has been used for the image generation.
Probabislitc-Deep-Learning
Exploration of TensorFlow-2 and TensorFlow probability to implement Bayesian Neural Networks, Normalizing flows, real NVPs and Autoencoders. Exploration of Bayesian Modelling and Variational Inference with Pyro.
CMI-Code-Practice
Repository maintained by students for self-study and practice.
ML-on-IBM-Watson
Notebooks for Advanced Data Science with IBM Specialization
Particle-Physics-Experiments
Data Analysis and Machine Learning Models for High Energy Physics and Particle Physics experiments associated with ATLAS and CMS detectors.
UTA-Fall2019
Presentations, Assignments and Python Notebooks for Machine Learning class, CSE4020.
Cloud-Based-Assistant
A cloud based technical assistant.
Frequency-Modelling
This is the project work related to the modelling of Frequency and associated parameters using Machine Learning.
UEFI-Boot-Loader
A UEFI-Boot-Loader
All-About-the-GAN
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
DMML-Class
CMI's Data Mining and Machine Learning Class 2021.
FastAI2019
This repository created to practice fastai module as well as to benchmark the dataset for various tasks using it. Though I'm following Jeremy Howard's session for now, but I've some other plans for it.
getting-started-with-git-and-github
Explaining Git and GitHub.
GO-Practice
Exploring Go
My-Latex-Templates
Some common latex template for my work.
Statistical-Mechanics
Statistical Modelling for the Problem related to the field of Classical and Quantum Mechanics.
UTA-Winter-2019-2020
Presentations, Assignments and Code Notebooks for Content Based Image and Video Retrieval class, CSE3018