quantshah

Deep Learning Researcher @embedl. PhD in quantum physics. GSoC '16 (student @dipy), '19, '20, '21 (mentor @qutip)

@embedl Chalmers, Riken @qutip @pyquantum @qgradGothenburg, Sweden

Pinned Repositories

causal-fermion-systems
Optimization of operators in the causal fermion system formalism
Language:Python2 1 01
gd-qpt
Gradient-descent quantum process tomography by learning Kraus operators
Language:Python18 2 00
neural-quantum-states
Numerically represent quantum states with Restricted Boltzmann Machines
Language:Python2 2 02
qst-cgan
Quantum state tomography with conditional generative adversarial networks
Language:Jupyter Notebook31 2 38
qst-nn
Classification and reconstruction of optical quantum states with deep neural networks
Language:Jupyter Notebook9 1 06
quantum-implicit-differentiation
Implicit differentiation of variational quantum algorithms
40
qutip
QuTiP: Quantum Toolbox in Python
Language:Python1 1 00
qutip-jax
JAX backend for QuTiP
Language:Python0 0 00
supertaxi
Taxi dispatching with reinforcement learning
Language:Jupyter Notebook3 1 01

quantshah's Repositories

quantshah/qst-cgan
Quantum state tomography with conditional generative adversarial networks
Language:Jupyter Notebook31 2 38
quantshah/gd-qpt
Gradient-descent quantum process tomography by learning Kraus operators
Language:Python18 2 00
quantshah/quantum-implicit-differentiation
Implicit differentiation of variational quantum algorithms
40
quantshah/causal-fermion-systems
Optimization of operators in the causal fermion system formalism
Language:Python2 1 01
quantshah/hqq
Official implementation of Half-Quadratic Quantization (HQQ)
Language:Python1 0 0
quantshah/qutip-jax
JAX backend for QuTiP
Language:Python0 0 00
quantshah/chalmers-sc-device
A simulator for the Chalmers superconducting qubit device
quantshah/cv
Curriculum Vitae
1 0
quantshah/digen
Diverse and generative ML benchmarks
quantshah/dipy
Diffusion MR Imaging in Python
Language:Python1 0
quantshah/discs
DISCS: The code base for the Benchmark for Discrete Sampling
quantshah/gausspy
GaussPy: Python tool for implementing Autonomous Gaussian Decomposition
Language:Python0 0
quantshah/ising2d
Parallel Monte Carlo simulations of the 2d Ising model
quantshah/me
Simple presentation
1 0
quantshah/ml4qtech-collection
Machine Learning for quantum technologies
1 0
quantshah/mlx
MLX: An array framework for Apple silicon
quantshah/models
Models and examples built with TensorFlow
quantshah/netket
Machine learning algorithms for many-body quantum systems
Language:Python
quantshah/pennylane
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
Language:Python1 0
quantshah/photonics-lab
Photonics lab report (Advanced measurement techniques)
Language:Jupyter Notebook2 0
quantshah/piqs
Permutational Invariance Quantum Solver for Lindblad open quantum system dynamics
Language:Python2 0
quantshah/qgrad
A Python library to integrate automatic differentiation tools such as Jax with QuTiP and related quantum software packages.
Language:Python1 0
quantshah/qml
Introductions to key concepts in quantum machine learning, as well as tutorials and implementations from cutting-edge QML research.
Language:Python1 0
quantshah/qt-lab-report
Data for quantum technology lab
Language:Jupyter Notebook
quantshah/quantshah.github.io
Personal site
Language:JavaScript1 0
quantshah/qutip-notebooks
A collection of IPython notebooks using QuTiP: examples, tutorials, development test, etc.
Language:Jupyter Notebook
quantshah/qutip-qip
The QuTiP quantum information processing package
Language:Python1 0
quantshah/qutip-tensorflow
TensorFlow linear-algebra backend for QuTiP
Language:Python1 0
quantshah/snap
Robust preparation of Wigner-negative states with optimized SNAP-displacement sequences
Language:Jupyter Notebook2 0
quantshah/talks
Talks on quantum, code and machine learning
1 0