Pinned Repositories
AgIn
Process SMRT sequencing kinetic summary to predict regional methylation on large genome
AmazonReviewAnalysis
Analysis of amazon review dataset
delay-variant-embed
Analysis code for "Topological Time-series Analysis with Delay-variant Embedding" Manuscript.
Delay_Embedding
Delay embedding for time series modeling and classification
higher-order-quantum-reservoir
Source code to run experiments on higher-order quantum reservoir computing
hqrc-qtasks
Using quantum reservoir to perform quantum tomography tasks.
PhyLL
scale-variant-topo
Analysis code for "Scale-variant Topological Information for Characterizing Complex Networks" Manuscript.
time2retire
Shiny app simulating retirement cash-flow scenarios
YELPIO_demo2
Prediction IO Android Application with YELP data
OminiaVincit's Repositories
OminiaVincit/higher-order-quantum-reservoir
Source code to run experiments on higher-order quantum reservoir computing
OminiaVincit/delay-variant-embed
Analysis code for "Topological Time-series Analysis with Delay-variant Embedding" Manuscript.
OminiaVincit/scale-variant-topo
Analysis code for "Scale-variant Topological Information for Characterizing Complex Networks" Manuscript.
OminiaVincit/hqrc-qtasks
Using quantum reservoir to perform quantum tomography tasks.
OminiaVincit/PhyLL
OminiaVincit/Beyond-Barren-Plateaus
OminiaVincit/Cascaded-FCN
Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
OminiaVincit/compPhy
Miscellenous code and python notebooks to study models of statistical physics
OminiaVincit/DeepQuantumNeuralNetworks
Dissipative quantum generative adversarialnetworks
OminiaVincit/gda-public
The open-source toolbox of easy-to-use topological data analysis tools, developed by GDA.
OminiaVincit/marburg
physics meets neural networks
OminiaVincit/misc
OminiaVincit/neural-quantum-states
Numerically represent quantum states with Restricted Boltzmann Machines
OminiaVincit/neural-variant-topo
Analysis code for "Variant Topological Features for Neural Network Structure" Manuscript
OminiaVincit/nn_physical_concepts
OminiaVincit/PersistenceImages
This code, which is under development, accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology", available at http://arxiv.org/abs/1507.06217. Since the code is still under development, we recommend that you email the authors of this paper before trying to use the code.
OminiaVincit/perslay
Implementation of the PersLay layer for persistence diagrams
OminiaVincit/PLToolbox
Add utility code for persistent landscape toolbox: https://www.math.upenn.edu/~dlotko/persistenceLandscape.html
OminiaVincit/QAEs
Denoising quantum states with Quantum Autoencoders
OminiaVincit/Qmemristor
Code base for quantum memristor
OminiaVincit/qphase-trans
Run experiments on quantum phase transition
OminiaVincit/QuantGenMdl
OminiaVincit/Quantum-Convolutional-Neural-Networks
Exploring QCNNs for Classifying Phases of Matter
OminiaVincit/quantum-learning
This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".
OminiaVincit/QuantumNeuralNetworks_Dissertation_PythonCode
This repository includes the code used in the disseration "Quantum neural networks" by Kerstin Beer in 2021.
OminiaVincit/ref-overparam
Modify some parts of "Theory of overparametrization in quantum neural networks"
OminiaVincit/RNN-RC-Chaos
Recurrent neural network architectures based on backpropagation and reservoir computing for forecasting high-dimensional chaotic dynamical systems
OminiaVincit/scTDA
An object oriented python library for topological data analysis of high-throughput single-cell RNA-seq data
OminiaVincit/snake
Self-Learning Phase Boundaries by Active Contours
OminiaVincit/wasserstein_inference
Code for the project "Parameter estimation for biochemical reaction networks using Wasserstein distances"