Author: Deep Learner

AWS

AWS SQS event redrive Lambda With Python

This repository contains one simple AWS Lambda function in Python to redrive AWS SQS events from source queue to destination queue. This script can be triggered periodically via cloudwatch as well if source queue contains too many events and you dont want to redrive them altogether. batch_size can be passed as input which will move only X events in one execution cycle. Default batch size is 10 if no value is passed. This script ensures that if same event is […]

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Discord

A collection of discord tools using python

A collection of discord tools i’ve made. Basically every discord related project i’ve worked on can be found here, i’ll try and update/upload new projects to this repository as much as i can. Firstly, install discum by typing the following command into your console/terminal : python -m pip install –user –upgrade git+https://github.com/Merubokkusu/Discord-S.C.U.M.git#egg=discum If that doesn’t work, i recommend reading the discum installation guide here : https://github.com/Merubokkusu/Discord-S.C.U.M Secondly install all the other requirements by inputting the following command into your console/terminal […]

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Deep Learning

TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks

Code for the paper TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks by Yu Li, Min Li, Qiuxia Lai, Yannan Liu, and Qiang Xu. If you use this code, or development from it, please cite our paper: @article{yu2021testrank, title={TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks}, author={Yu Li, Min Li, Qiuxia Lai, Yannan Liu, and Qiang Xu}, journal={NeurIPS}, year={2021} } 1. Setup Install dependencies conda env create -f environment.yml Please    

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Images

IICNet: A Generic Framework for Reversible Image Conversion

Official PyTorch Implementation for IICNet: A Generic Framework for Reversible Image Conversion (ICCV2021). Demo Video | Supplements Introduction Reversible image conversion (RIC) aims to build a reversible transformation between specific visual content (e.g., short videos) and an embedding image, where the original content can be restored from the embedding when necessary. This work develops Invertible Image Conversion Net (IICNet) as a generic solution to various RIC tasks due to its strong capacity and task-independent design. Unlike previous encoder-decoder based methods, […]

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Authentication

Python SDK for accessing the Hanko Authentication API

This package is maintained by Hanko. Introduction This SDK provides an API client that lets you communicate with theHanko Authentication APIto easily integrate FIDO®-based authentication into your web application written inPython. Documentation Installation Pip Building a wheel py -m build pip install dist/hanko_sdk-X.X.X-py3-none-any.whl Usage Prerequisites In order to utilize the client provided by the SDK you need an API URL as well as API credentials in the form of anAPI key ID and an API secret. View our getting   […]

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Document

Documentation for the lottie file format

This repository contains both human-readable and machine-readable documentation about the Lottie format The documentation is available online at https://lottiefiles.github.io/lottie-docs/ License CC-BY 4.0 Setting Up This project uses mkdocs to generate the HTML pages from the documentation,and pip to install dependencies. It’s recommended you install dependencies on some kind of virtual environment. Once you have your environment, you can run pip install requirements.txt or make install_dependencies Building the Docs You can use To build the static HTML. During development, you might […]

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Time

A time table app to notify the user about their class timings

A time table app to notify the user about their class timings Features This project incorporates some features i wanted to see in a time table app, Including but not limited to : User replaceable time table (read below how to replace), generated with csv file Background service which notifies the user what class is currently going on aswell as which class is next How to use your own time table: The app supports usage of Custom time tables. On […]

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Python

Python Assignment Expressions and Using the Walrus Operator

Each new version of Python adds new features to the language. For Python 3.8, the biggest change is the addition of assignment expressions. Specifically, the := operator gives you a new syntax for assigning variables in the middle of expressions. This operator is colloquially known as the walrus operator. This course is an in-depth introduction to the walrus operator. You’ll learn some of the motivations for the syntax update and explore some examples where assignment expressions can be useful. In […]

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Announcing the ORBIT dataset: Advancing real-world few-shot learning using teachable object recognition

Object recognition systems have made spectacular advances in recent years, but they rely on training datasets with thousands of high-quality, labelled examples per object category. Learning new objects from only a few examples could open the door to many new applications. For example, robotics manufacturing requires a system to quickly learn new parts, while assistive technologies need to be adapted to the unique needs and abilities of every individual. Few-shot learning aims to reduce these demands by training models that […]

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