Zongkai's repositories
ZongkaiLiu.github.io
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many-body-enhanced-metrology
Original data for our paper "Enhanced metrology at the critical point of a many-body Rydberg atomic system".
quantum-arch-search
Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)
QuantumOptics.jl-examples
Examples for QuantumOptics.jl
Rydberg-epidemic-spreading
Figures for the paper "Epidemic spreading and herd immunity in a driven non-equilibrium system of strongly-interacting atoms".
stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
ARC-Alkali-Rydberg-Calculator
Object-oriented Python library for computation of properties of highly-excited Rydbeg states of alkali atoms.
auto-sklearn
Automated Machine Learning with scikit-learn
gym-entangled-ions
OpenAI gym environment for the design of ion trap experiments generating high-dimensional multipartite entanglement.
Lattice-QuaRL
Ground States of Quantum Many Body Lattice Models via Reinforcement Learning
OptimizedTensorContraction
Global search algorithms for finding optimal tensor network contraction sequences.
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
qiskit-textbook
A university quantum algorithms/computation course supplement based on Qiskit
qutip-notebooks
A collection of IPython notebooks using QuTiP: examples, tutorials, development test, etc.
rl-ion-trap-tutorial
In this tutorial we interactively design and explore a reinforcement learning environment for ion trap quantum computers.
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
scikit-image
Image processing in Python
scikit-learn
scikit-learn: machine learning in Python
topocm_content
Course on topology in condensed matter
unitary-tensor-network-operator
The code is for optimizing a unitary tensor-network operator.
ZongkaiLiu
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