Sharan Yalburgi's Projects
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
:triangular_ruler: Jekyll theme for personal sites, blogs, and portfolios. Two-columns and extremely flexible.
Deep Learning framework for Julia
Implementations of various deep learning models.
A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
Timelapses and images generated using NDT datasets of Indian broadband users
Implementation of Nested Mini-Batch K-Means Algorithm using Numpy
High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)
Compile your Julia Package
My experiments with Probabilistic Machine Learning
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
Pre-release development of high-level probabilistic programming interface for TensorFlow
Experimental code for porting PyMC to alternative backends
The "Python Machine Learning" book code repository and info resource
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Image Segmentation and Object Detection in Pytorch
PyTorch for Semantic Segmentation
Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications
Python implementation of Reinforcement Learning: An Introduction
scikit-learn: machine learning in Python
The Base interface of the SciML ecosystem
Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Surrogate modeling and optimization for scientific machine learning (SciML)
Student Welfare Division, BITS Pilani, Goa