Madhav Kanda's repositories
Blind-Image-Restoration
Pytorch based implementation of earlier State of the Art Deep Generative Filter for Motion Deblurring with integration of advanced techniques to significantly improve the results
Compiler-Project
Revolutionize Compilation: A Powerful Compiler Built from Scratch with Python, incorporating advanced techniques for lexical analysis, parsing, semantic analysis, optimization, and user-friendly interface.
AutoDiff-Inference
AutoDiff-Inference: Automatic Differentiation Inference. This Repository combines ADVI's change of variable power with Laplace Approximation to provide better inference for constrained parameters. Work done as a part of development of Bijax
MNIST-Fashion-MNIST
Compared the results obtained by using neural network with and without using MC dropout for MNIST and Fashion MNIST dataset
Amalthea2021
Repository for the official website of Amalthea 2021 (Technical Summit of IIT Gandhinagar).
Assembler-Disassembler
Assembler converts assembly code into machine code. Disassembler converts machine code into assembly code.
ASTRA
"AI for Sustainability" Toolkit for Research and Analysis
bambi
BAyesian Model-Building Interface (Bambi) in Python.
bkdb
Brick Kiln DataBase
IITGn-Work
This repository contains all the assignments/submissions specific to the coursework done at IIT Gandhinagar
Mauna-Lua-CO2-Prediction
Implemented Gaussian Process and Neural Network with MC dropout to compare the result of the prediction obtained on the Mauna Lua CO2 Dataset
Non-Linear-Reparameterisation
Implemented Windowed Non-Linear Reparameterization for efficient sampling
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.