Data and code for the paper "Importance of Kernel Bandwidth in Quantum Machine Learning"

Last update: Oct 23, 2022

Overview

Reproducibility materials for "Importance of Kernel Bandwidth in Quantum Machine Learning"

Repo structure:

code contains Python scripts used to generate the data
reproduce-figures contains Jupyter notebooks that generate the figures in the paper
data contains the datasets used

Requirements

Easiest way to reproduce my set up is to install anaconda3 and run

conda env create -f environment.yml

Obtaining raw data

Full raw data can be downloaded here (~23GB): https://web.cels.anl.gov/~rshaydulin/results.zip

To reproduce figures, you have to first download the data (results.zip) and unzip it into data folder.

Owner

Ruslan Shaydulin

GitHub Repository

Official implementation of NeurIPS 2021 paper "Contextual Similarity Aggregation with Self-attention for Visual Re-ranking"

CSA: Contextual Similarity Aggregation with Self-attention for Visual Re-ranking PyTorch training code for CSA (Contextual Similarity Aggregation). We

19 Oct 21, 2022

Repository features UNet inspired architecture used for segmenting lungs on chest X-Ray images

Lung Segmentation (2D) Repository features UNet inspired architecture used for segmenting lungs on chest X-Ray images. Demo See the application of the

163 Sep 21, 2022

Use Python, OpenCV, and MediaPipe to control a keyboard with facial gestures

CheekyKeys A Face-Computer Interface CheekyKeys lets you control your keyboard using your face. View a fuller demo and more background on the project

69 Nov 09, 2022

Language Used: Python . Made in Jupyter(Anaconda) notebook.

FACE-DETECTION-ATTENDENCE-SYSTEM Made in Jupyter(Anaconda) notebook. Language Used: Python Steps to perform before running the program : Install Anaco

1 Jan 12, 2022

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

AlphaZero-Gomoku This is an implementation of the AlphaZero algorithm for playing the simple board game Gomoku (also called Gobang or Five in a Row) f

2.8k Dec 26, 2022

Official implementation of "Motif-based Graph Self-Supervised Learning forMolecular Property Prediction"

Motif-based Graph Self-Supervised Learning for Molecular Property Prediction Official Pytorch implementation of NeurIPS'21 paper "Motif-based Graph Se

71 Dec 20, 2022

Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks

Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks This is our Pytorch implementation for the paper: Zirui Zhu, Chen Gao, Xu C

3 Dec 30, 2022

My implementation of Fully Convolutional Neural Networks in Keras

Keras-FCN This repository contains my implementation of Fully Convolutional Networks in Keras (Tensorflow backend). Currently, semantic segmentation c

15 Jan 13, 2020

Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".

Robust Object Detection via Instance-Level Temporal Cycle Confusion This repo contains the implementation of the ICCV 2021 paper, Robust Object Detect

69 Oct 13, 2022

Face uncertainty quantification or estimation using PyTorch.

Face-uncertainty-pytorch This is a demo code of face uncertainty quantification or estimation using PyTorch. The uncertainty of face recognition is af

3 Sep 16, 2022

Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation

SSWS-loss_function_based_on_MS-TCN Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation Supervised Sliding Window

3 Aug 03, 2022

An implementation demo of the ICLR 2021 paper Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks in PyTorch.

Neural Attention Distillation This is an implementation demo of the ICLR 2021 paper Neural Attention Distillation: Erasing Backdoor Triggers from Deep

84 Jan 04, 2023

Data and code for the paper "Importance of Kernel Bandwidth in Quantum Machine Learning"

Related tags

Overview

Reproducibility materials for "Importance of Kernel Bandwidth in Quantum Machine Learning"

Requirements

Obtaining raw data

Owner

Ruslan Shaydulin

Official implementation of NeurIPS 2021 paper "Contextual Similarity Aggregation with Self-attention for Visual Re-ranking"

Repository features UNet inspired architecture used for segmenting lungs on chest X-Ray images

Use Python, OpenCV, and MediaPipe to control a keyboard with facial gestures

Language Used: Python . Made in Jupyter(Anaconda) notebook.

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Official implementation of "Motif-based Graph Self-Supervised Learning forMolecular Property Prediction"

Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks

My implementation of Fully Convolutional Neural Networks in Keras

Code and models for ICCV2021 paper "Robust Object Detection via Instance-Level Temporal Cycle Confusion".

Face uncertainty quantification or estimation using PyTorch.

Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation

An implementation demo of the ICLR 2021 paper Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks in PyTorch.

Unsupervised Image-to-Image Translation

[arXiv'22] Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation

Modified fork of Xuebin Qin's U-2-Net Repository. Used for demonstration purposes.

The story of Chicken for Club Bing

Code for the ICCV'21 paper "Context-aware Scene Graph Generation with Seq2Seq Transformers"

Solution of Kaggle competition: Sartorius - Cell Instance Segmentation

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

Deep Learning agent of Starcraft2, similar to AlphaStar of DeepMind except size of network.