volom/DS_ModelSelection

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Created about 3 years ago
Updated over 1 year ago

volom/DS_ModelSelection

volom

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A tool-analog of sklearn GridSearchCV, in which the main algorithms and their parameters are already recorded, and the problem of tracking the estimation time is solved. As a result, you get the name of the model, parameters, and accuracy indicator. And other materials for DS

MassReportTelegram

Mass report on telegram accounts based on a given list

PornStarSimilarity

Search the most similar face porn actress for your input photo from more than 5k available photos. Fetching porn stars photos, extraction, and embedding their faces for the next cosine similarity estimation with face embedding of the input photo.

Jupyter Notebook

telegram-channels-monitor

Monitoring telegram channels messages by keywords and forward them to your telegram bot

SourceCodeDefencer

Defense your python project by hiding it using encryption with remaining functionality and output

Telegram_Scraper_Sender

Retrieving members' info from your telegram chats. Sending messages to a group of receivers

Telegram_Message_Scraper

Fetching messages from individual and group chats in telegram

Face_Similarity

Estimation of the similarity score for the 2 images based on their face matching

Folder_Encryptor

This tool helps you to encrypt and to decrypt files using given password. It's useful for security purposes and to prevent unauthorized usage of personal files

Project_Scheme_Graph

Visualization tool for python scripts links in your project folder as graphs. You can create and save .png file with graph and/or save graph's edges in order to visualize it with other instruments

Jupyter Notebook

SiameseNet-Loss

Text Classification Using Siamese Neural Networks - Contrastive Loss, Triplet Loss. This architecture works well when the training data is less.

Jupyter Notebook

Mr_incredible_Meme

Gui program for interacting with Mr. Incredible meme. It contains sounds and pictures of the Mr. Incredible meme

Email_Sender

Use this tool to send emails to the given list of recipients with mail server

MissingHandler

This tool helps you to handle with missing values in pandas DataFrame. Missing values can be filled based on the available data using the following methods:'average', 'median', 'mode', 'geomean', 'delete', 'min', 'max', 'last_observe', 'next_observe', 'linear_strategy'.

Message_Scraper_Classifier

Fetching messages from Telegram chats and classifying its text using the Data Science model

Jupyter Notebook

NYT_most_popular_news1

This tool helps you to follow trends depending on New York Times news. Open NYT free API offers access to the most popular news. This python script parses and visualizes the frequency of keywords from context and persons.

Jupyter Notebook

Startup_Ideas

This project is designed to collect ideas from existing startups and store this information in the SQL database. Often you need to analyze existing ideas to come up with your own;)

QNotes

The tool will help you quickly add notes to sql database from books and other sources

Office_Toolkit

This toolkit contains scripts that help you create automatization in working with MS Office and other programs in your job

Vk_Scraper_Sender

Retrieving members' info from your vk.com public groups. Sending messages to a group of receivers

-telegram-forwarder_auto

A telegram forwarder that will automatically post message form Another telegram channel / group to Your telegram channel / group

ImageMosaice

Python script for creating photomosaic images (Image from the collection of other images based on their colour) + Image search and download tools

FakeUserBrowser

Creating Chrome session with fake random user agent

telegram_media_downloader

Download media files from a telegram conversation/chat/channel up to 2GiB per file

interactive_visualization

Samples of interactive visualizations in jupyter notebooks

Jupyter Notebook

Python_Machine_Learning

Tutorials on Machine Learning and Deep Learning with Python

Jupyter Notebook

LinguaPy

This project will help you to learn English by practicing vocabulary. One of the most important components of learning a foreign language is vocabulary. This tool helps you quickly and easily add unfamiliar words and phrases so that you can learn them effectively by given tools.

Passwords_Storage

This tool will help you securely store passwords in the SQL database using a password that encrypts the database