newsma
QC researcher. Quantum Controls, Device Characterizations, NISQ simulations.
quantum.duke.eduDuke University
Pinned Repositories
Analytical_QRC
Codes for generating the figures of the paper "Analytical Evidence of Nonlinearity in Qubits andContinuous-Variable Quantum Reservoir Computing".
basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
DeepQNN
Implementations for training deep quantum neural networks in Mathematica and MATLAB.
DeepQuantumNeuralNetworks
ece2799
ECE2799 Class Project
ENAS-Keras
Keras implementation of Efficient Neural Architecture Search
fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
ferminet
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
NvMgeneration
newsma's Repositories
newsma/NvMgeneration
newsma/Analytical_QRC
Codes for generating the figures of the paper "Analytical Evidence of Nonlinearity in Qubits andContinuous-Variable Quantum Reservoir Computing".
newsma/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
newsma/DeepQNN
Implementations for training deep quantum neural networks in Mathematica and MATLAB.
newsma/DeepQuantumNeuralNetworks
newsma/fawkes
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
newsma/ferminet
An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
newsma/Flutter-Course-Resources
Learn to Code While Building Apps - The Complete Flutter Development Bootcamp
newsma/hello-world
newsma/nbody-python
Vectorized N-body code (Python)
newsma/NVM
Deep neural network from Newton vs the Machine
newsma/parallel_esn
Parallel Echo State Networks for Harvard CS205 final project
newsma/Playground
Curated collection of notebooks and code files I have worked on while learning a wide range of data science subfields, such as Reinforcement Learning, Natural Language Processing, Deep Neural Networks, Genetic Algorithms, etc. Some of these are accompanied by a pdf and/or article.
newsma/predicting-quantum-properties
Predicting quantum properties in a quantum system from few measurements
newsma/pyESN
Echo State Networks in Python
newsma/pyGSTi
A python implementation of Gate Set Tomography
newsma/pygsti_work
newsma/pyqsp
Python quantum signal processing
newsma/qrsim
Simulates coherent single and two-qubit errors in quantum circuits
newsma/quantum
Hybrid Quantum-Classical Machine Learning in TensorFlow
newsma/quantum-geometry
Program to calculate quantum geometry properties of parametrized quantum circuits. Determines number of redundant parameters, effective quantum dimension and quantum natural gradient.
newsma/QuickDraw-pytorch
This is a demo for CNN models training on quickdraw dataset. Implemented with pytorch.
newsma/RNN-Lyapunov-Spectrum
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
newsma/RNN-RC-Chaos
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
newsma/SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
newsma/tensorcircuit
Quantum circuit on top of tensor network
newsma/Test
newsma/the-gan-zoo
A list of all named GANs!
newsma/Three-Body-Problem-Gravitational-System
A python code to calculate planetary orbits in a three-body gravitational system. The code can demonstrate how one planet affects the orbit of another planet. As an example, Earth, Jupiter, Sun system is analyzed.
newsma/Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.