Natural Language Processing

A Python modules, data sets, and tutorials supporting research and development in Natural Language Processing

NLTK — the Natural Language Toolkit — is a suite of open source Python modules, data sets, and tutorials supporting research and development in Natural Language Processing. NLTK requires Python version 3.5, 3.6, 3.7, or 3.8. For documentation, please visit nltk.org. Contributing Do you want to contribute to NLTK development? Great! Please read CONTRIBUTING.md for more details. See also how to contribute to NLTK. Donate Have you found the toolkit helpful? Please support NLTK development by donating to the project […]

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Optimization

A Lightweight Hyperparameter Optimization Tool

The mle-hyperopt package provides a simple and intuitive API for hyperparameter optimization of your Machine Learning Experiment (MLE) pipeline. It supports real, integer & categorical search variables and single- or multi-objective optimization. Core features include the following: API Simplicity: strategy.ask(), strategy.tell() interface & space definition. Strategy Diversity: Grid, random, coordinate search, SMBO & wrapping around FAIR’s nevergrad. Search Space Refinement based on the top performing configs via strategy.refine(top_k=10). Export of configurations to execute via e.g. python train.py –config_fname config.yaml. Storage […]

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Automation

An IDA Pro Python plugin that helps automate some tedious Windows Kernel Drivers reverse engineering tasks

Installation Copy DriverBuddyReloaded folder and DriverBuddyReloaded.py file into the IDA plugins folder (e.g. C:Program Files (x86)IDA 7plugins) or wherever you have installed IDA. Usage To use the auto-analysis feature: Start IDA and load a Windows kernel driver. Go to Edit -> Plugins -> Driver Buddy Reloaded or press CTRL+ALT+A to start the auto-analysis. Check the “Output” window for the analysis results. To decode an IOCTLs: Place the mouse cursor on the line containing a suspected IOCTL code. Right-click and select […]

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Linux

A browser login credentials thief for windows and Linux

A browser login credentials thief for windows and Linux Python script to decrypt login credentials from browsers in windows or linux Decryption of passwords from chromium browsers are only supported in windows systems now…=> Thief won’t look for credentials stored in chromium browsers in linux systems Usage $ create a new telegram bot and a new group $ add the bot to the group $ update the bot token and group id in the file “thief.py” $ run python3 thief.py […]

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Flask

A project for Perotti’s MGIS350 for incorporating Flask

This is our project for Perotti’s MGIS350 for incorporating Flask… RIT Dev Biz Apps Web ProjectA web-based Inventory system for company of your choice! due Nov 5th! You and your team will identify a corporation to work for, then build a web-based inventory system. Minimum specifications: You will have to set up the technology (flask, python, packages) ahead of time for it to work! Create a web application using the Flask web framework to:a. Display a list of all inventory […]

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Bot

A simple Python bot to identify sentiments in tweets

👋 Hi There! 📱 This is a simple Python bot to identify sentiments in tweets 👨‍💻 This project was made for study, and pratice. You can use it for study too or for any other reason 🙂 📎 Don’t forget to change the “key.txt” file for your personal twitter api key 👦 Thanky You! God Bleese you. GitHub View Github    

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Scripts

K-Nearest Neighbors and Random Forrest Regressors on Real World data

My project contrasts K-Nearest Neighbors and Random Forrest Regressors on Real World data In many areas, rental bikes have been launched to improve accessibility ease. It is important to have the rented bike ready and open to the public at the appropriate time, as this reduces the amount of time people have to wait. Eventually, ensuring a steady supply of rented bikes for the area becomes a big concern. The most important aspect is predicting the number of rental bikes […]

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Discord

A Discord bot that rewards players in Minecraft for sending messages on Discord

A Discord bot that rewards players in Minecraft for sending messages on Discord How to setup: Download this git as a .zip, or clone it. Install the pip packages in requirements.txt with pip install -r requirements.txt or pip3 depening on how your system is setup. Go to config.json and fill out the needed info. Don’t change levels.json or accountdata.json from the default ones on GitHub on first use, the bot will manage those files for you. After you have some […]

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Django

A raw connection between redis server and django python app

This repository contains the code for this . Running the Application Clone the repository git clone https://github.com/xxl4tomxu98/django-redis-connection.git Check into the cloned repository If you are using Pipenv, setup the virtual environment and start it as follows: python3 -m venv venv source venv/bin/activate pip install –upgrade pip pip install wheel pip install -r requirements.txt python django_redis_demo/manage.py runserver Send requests to http://localhost:8000/api/items GitHub View Github    

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