AI

Data Science Trends of the Future 2022

Photo credit: Unsplash. Data Science is an exciting field for knowledge workers because it increasingly intersects with the future of how industries, society, governance and policy will function. While it’s one of those vague terms thrown around a lot for students, it’s actually fairly simple to define. Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data, and apply knowledge and actionable insights from data across […]

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Neural Network

Deep Neural Network Image Classification Watermarking

This repository contains the official PyTorch implementation of the following paper to appear at IEEE Security and Privacy 2022: SoK: How Robust is Deep Neural Network Image Classification Watermarking? Nils Lukas, Edward Jiang,Xinda Li, Florian Kerschbaum https://arxiv.org/abs/2108.04974 Abstract: Deep Neural Network (DNN) watermarking is a method for provenance verification of DNN models. Watermarking should be robust against watermark removal attacks that derive a surrogate model that evades provenance verification. Many watermarking schemes that claim robustness have been proposed, but their […]

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Flask

An easy way to build your flask skeleton

Flider Flider is a lightweight framework that saves you time by creating a MVC compliant file structure and includes basic commonly used files. What Does it Actually Do TO With just one statement. How Do I Install Flider All you need to do to install Flider is: *WINDOWS: pip install flider *MAC/LINUX: pip3 install flider How Do I Run It Flider is just as easy to use as it is to install: *WINDOWS: py -m flider *MAC/LINUX: python3 -m flider […]

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Natural Language Processing

Korean Simple Contrastive Learning of Sentence Embeddings implementation using pytorch

KoSimCSE Korean Simple Contrastive Learning of Sentence Embeddings implementation using pytorch Installation git clone https://github.com/BM-K/KoSimCSE.git cd KoSimCSE git clone https://github.com/SKTBrain/KoBERT.git cd KoBERT pip install -r requirements.txt pip install . cd .. pip install -r requirements.txt Training – only supervised bash run_example.sh Pre-Trained Models Using BERT [CLS] token representation Pre-Trained model check point Performance Model Cosine Pearson Cosine Spearman Euclidean Pearson Euclidean Spearman Manhattan Pearson Manhattan Spearman Dot Pearson Dot Spearman KoSBERT_SKT* 78.81 78.47 77.68 77.78 77.71 77.83 75.75 75.22 KoSimCSE_SKT […]

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Django

A minimalistic manga reader for desktop built with React and Django

smanga A minimalistic manga reader/server for serving local manga images on desktop browser.Provides a two-page view layout just as reading a physical copy. Requirements Python(with pip) and Node.js(with npm) installations required. Directory structure & naming Following naming scheme is to be followed for all manga to be served: | |– series-name-in-dash-case/ |– chapters/ |– 0001/ |– 001.png |– 002.png … |– 0002/ … |– volumes/ |– 030/ |– 0120/ |– 001.png … … |– 031/ … |– another-series/ … Series […]

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Games

Create Flappy Bird Game With Pygame 2.0.1

Flappy Bird Python Game Development – Create Flappy Bird with Pygame 2.0.1 Flappy Bird Update April (1.5.0) Company:Every Developer A Flappy Bird clone made using python-pygame Programming language >>> [Python_3.9.1]Game library …… >>> [Pygame_2.0.1] install Pygame : pip install pygame For Convert Python files to EXE files install : pip install pyinstaller Install Python 3.9.0 (Reccomended or later) for Windows 10 from >>>here [*Note that Python 3.9.x cannot be used on Windows 7 or earlier] Install Python 3.7.0 (Reccomended )for […]

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Flask

CRUD app to create and save code snippets, Flask/Python restful Api/backend and React

MS3 Cheat-Hub A cheatsheet hub. An app that organizes your code snippets into collections of cheat sheets and allows you to view, like and save others’. The project is developed as part of MS3 Data Centric module at Code Institute. It is written with a Flask/Python restful backend API, and a React/Typescript CRA frontend. Please visit the project at cheathub.vercel.app. Additionally, the restful backend API can be viwed at cheathub-backend.herokuapp.com. For a sample response, please visit the /api/snippets endpoint. UX […]

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Scrapy

Download NCERT books using scrapy

download NCERT books using scrapy How to use Initial Setup git clone https://github.com/nit-in/download_ncert_books.git cd download_ncert_books pip install -r requirements.txt to run the spider scrapy crawl –nolog ncert and follow the prompts for example if you want to download Class 11th Economics Book scrapy crawl –nolog ncert ─╯ Enter the class: 11 Select one the subjects: Enter 1 for Sanskrit Enter 2 for Accountancy Enter 3 for Chemistry Enter 4 for Mathematics Enter 5 for Economics Enter 6 for Psychology Enter […]

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Automation

A Python application to automatize the process of uploading files to Amazon S3

intelligent-s3-upload Upload files or folders (even with subfolders) to Amazon S3 in a totally automatized way taking advantage of: Amazon S3 Multipart Upload: The uploaded files are processed transparently in parts improving the throughput and the quick recovery from any network issues. Resilent Retry System: Intelligent S3 Upload has been built to detect any error during the uploading process and to perform any retries whenever is necessary. User Friendly Interface: Just check the demo to see with your own eyes […]

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