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deyh2020's Projects

inverse_beam icon inverse_beam

apply inverse beamforming function for broadband beamforming design

inversedesignnetwork icon inversedesignnetwork

PhD research project on applying Deep Learning method to perform microstructural inverse design.

ising_model-cp2 icon ising_model-cp2

Ising model implementation in Python. Metropolis and Swendsen Wang algorithm.

ising_qpt icon ising_qpt

MonteCarlo simulation of 1D Quantum Ising Chain

ithaca icon ithaca

Restoring and attributing ancient texts using deep neural networks

jarvis_ai icon jarvis_ai

Jarvis AI is a Python Module which is able to perform task like Chatbot, Assistant etc. It provides base functionality for any assistant application. This JarvisAI is built using Tensorflow, Pytorch, Transformers and other opensource libraries and frameworks.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jc-ladder icon jc-ladder

Diagonalizing the Jaynes-Cummings ladder for cQED measurement of superconducting qubits

jchamsim_py icon jchamsim_py

Python Code to calcuate the response of a Dispersive Jaynes-Cummings Hamiltonian. Term Project for PH-354 'Computational Physics' (Spring 2020) at Indian Institute of Science. For Archival Purpose

kerasquantilemodel icon kerasquantilemodel

Quantile Regression using Deep Learning. An alternative to Bayesian models to get uncertainty.

kubric icon kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

laion-prepro icon laion-prepro

Get hundred of million of image+url from the crawling at home dataset and preprocess them

lambeq icon lambeq

A high-level Python library for Quantum Natural Language Processing

latexify_py icon latexify_py

Generates LaTeX math description from Python functions.

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