January 25, 2022 PyTorch

Pytorch ViT for Image classification on the CIFAR10 dataset

Introduction This project uses ViT to perform image classification tasks on DATA set CIFAR10. The implement of Vit and pretrained weight are from https://github.com/asyml/vision-transformer-pytorch. Installation Create environment: conda create –name vit –file requirements.txt conda activate vit Datasets Download the CIFAR10 from http://www.cs.toronto.edu/~kriz/cifar.html, creat data floder and unzip the cifar-10-python.tar.gz in ‘data/’. python main.py GitHub View Github

January 25, 2022 Asynchronous

A fully-typed, asynchronous api wrapper for pixiv

this library is a fully-typed, asynchronous api wrapper for pixiv. features search tag search [wip] search by keyword illust get artwork image by size user examples [None] workflow branch CodeQL Lint & Test & Check master updates [None] GitHub View Github

January 25, 2022 Tool

Some help tools for AgoraToken

Support AgoraToken version 001 – 006. But for security reasons, I recommend using version 006 and above. 1 Analyzer The analyzer can help you parse the original content of the AgoraToken, which you can use to check whether it is correct. # Example(appID: 970CA35de60c44645bbae8a215061b33, appCert: 5CFd2fd1755d40ecb72977518be15d3b) python3 analyzer.py 006970CA35de60c44645bbae8a215061b33IACV0fZUBw+72cVoL9eyGGh3Q6Poi8bgjwVLnyKSJyOXR7dIfRBXoFHlEAABAAAAR/QQAAEAAQCvKDdW # Output ## version: 006 ## [Analyze] AccessToken(V6), Signature: 95d1f654070fbbd9c5682fd7b218687743a3e88bc6e08f054b9f229227239747, AppId: 970CA35de60c44645bbae8a215061b33, CRC(ChannelName): 276646071, CRC(Uid): 3847331927, Ts: 1111111, Salt: 1, privilege: 1:1446455471 2 Checker If you want to use a checker, […]

January 25, 2022 Deep Learning

Deep Learning on SDF for Classifying Brain Biomarkers

To reproduce the results from paper, do the following steps. install pytorch and sparceconov. The website for sparse convolution is here Download the processed dataset from here and unzip it. You would have a folder structure like the following: . +– data +– src +– readme.md +– data.zip cd src ./sh/ad/train00.sh Try different script in the folder sh to reproduce the results in the paper. GitHub View Github

January 25, 2022 Command-line Tools

A manager for the under-utilized mksession command in vim

ℹ️ Reasoning If you use vim or neovim on a daily basis and work in large codebases, it is probably not uncommon for youto have 10+ tabs open at a time, with various splits. Once you close this vim session the layout is lost to the ethers.the mksession command in vim(neovim) can save you, thus saving the session to a directory, promising to return you to yourwork exactly how you left it. However, the problem is most of us accrue […]

January 25, 2022 Assembler

An operating system kernel made in python and assembly

January 25, 2022 Machine Learning

Point-Set Registrations for Ultrasound Probe Calibrations

-Undergraduate Thesis-Updated January 25, 2022 Author: Matteo Tanzi Year: 2022 Purpose: Undergraduate Thesis Currently, algorithms for point-based, line-based and dynamic registrations are being developped to be ported into 3D Slicer as modules Github Repository Structure This github repository contains Jupyter Notebooks and Python Programs The Python Programs are found within the programs folder – descriptions can be found below The Jupyter Notebooks – Found within Documentation – will outline the research and development techniques used for the point-set registration programs, […]

January 25, 2022 AWS

Analyze Big Sequence Alignments with PySpark in AWS EMR

This repo hosts my code for the article “Analyze Big Sequence Alignments with PySpark in AWS EMR”. Spark AWS CLI AWS Account Follow the instruction in the article. Once you have uploaded the files into your S3 bucket, run aws emr create-cluster –name “Spark_step_pip” –release-label emr-6.5.0 –applications Name=Spark –log-uri s3://[your_S3_bucket]/logs/ –instance-type m5.xlarge –instance-count 3 –bootstrap-actions Path=s3://[your_S3_bucket]/emr_bootstrap.sh –use-default-roles –auto-terminate –steps “Type=Spark,Name=SparkProgram,ActionOnFailure=CONTINUE,Args=[–deploy-mode,cluster,–master,yarn,–py-files,s3://[your_S3_bucket]/helper_function.py,s3://[your_S3_bucket]/spark_3mer.py,s3://[your_S3_bucket]/test.sam,[your_S3_bucket],sankey.json]”

January 25, 2022 Scripts

Versionsverwaltung & Open Source Hausaufgabe

Herzlich Willkommen zu dieser Hausaufgabe für unseren MOOC: Let’s Git! Wir hoffen, dass Du viel lernen wirst und dabei auch Spaß hast. In dieser Hausaufgabe wirst du eine Webseite zu deinem Lieblingscharakter aus Filmen oder Büchern erstellen. Hier kannst du zwei Beispiele betrachten: Beispiel 1 und Beispiel 2. Du wirst hier den Github Flow üben, aber das wirst du dann in den Aufgaben erkennen. Um die Aufgabe zu starten, folge einfach folgenden Schritten: Nutze dieses Repository als Vorlage für ein […]

January 25, 2022 App

A Celery application to collect data, download media and extract information from social media APIs

A Celery application to collect data, download media and extract information from social media APIs. Requirements You must have a Redis DB instance running (which is currently used as the Celery broker). Also, another DB will probably be used as the Celery backend in the future(if we ever need backend, that is). You must also have a MongoDB instance running as the application’s write layer. Usage Run celery: celery -A app.core.celery.worker worker -l info Note, that Celery does not support […]

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