Advanced, Data Science, NLP, Python, Text

A Gentle Introduction To MuRIL : Multilingual Representations for Indian Languages

This article was published as a part of the Data Science Blogathon “MuRIL is a starting point of what we believe can be the next big evolution for Indian language understanding. We hope it will prove to be a better foundation for researchers, startups, students, and anyone else interested in building Indian language technologies” said Partha Talukdar, Research Scientist, Google Research India. What is MuRIL? MuRIL, short for Multilingual Representations for Indian Languages, is none other than a free and open-source […]

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Advanced, NLP, Programming, Project, Python, Supervised, Technique, Text, Use Cases

TS-SS similarity for Answer Retrieval from Document in Python

This article was published as a part of the Data Science Blogathon Introduction This article focuses on answer retrieval from a document by using a similarity algorithm. This task falls under Natural Language Processing which is a subset of Deep Learning. In this article, we will be understanding why do we require better techniques and what are the drawbacks of using naive algorithms. Moreover, we will be implementing a similarity-based technique for answer retrieval from the document. This article is a […]

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Data Science, Intermediate, Machine Learning, NLP, Python, Text, Unstructured Data

Text Preprocessing in NLP with Python codes

This article was published as a part of the Data Science Blogathon Introduction Natural Language Processing (NLP) is a branch of Data Science which deals with Text data. Apart from numerical data, Text data is available to a great extent which is used to analyze and solve business problems. But before using the data for analysis or prediction, processing the data is important. To prepare the text data for the model building we perform text preprocessing. It is the very first […]

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GUI

A GUI app base on warp-cli for linux

warp cloudflare gui a GUI app base on warp-cli for linux Installation read warp-cli install doc. install warp-cli and register with $ warp-cli register. and then: git clone https://github.com/mrmoein/warp-cloudflare-gui cd warp-cloudflare-gui python3 install.py now search for warp cloudflare app in your desktop menu Uninstall just remove ~/.local/share/applications/warp-gui.desktop file GitHub https://github.com/mrmoein/warp-cloudflare-gui    

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Discord

Parse discord tokens from any file even if there is other shit in the file with them

Discord-Token-Parser Parse discord tokens from any file, even if there is other shit in the file with them. Any. File. I glued together all html from the archives of tokenlogged users in discord, and the parser took the tokens from THEIR webhook tokenlogger![open_mouth](https://github.githubassets.com/images/icons/emoji/unicode/1f62e.png =20×20) Before/after: Menu: GitHub https://github.com/GuFFy12/Discord-Token-Parser    

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Machine Learning

A Python library for easy manipulation and forecasting of time series

darts darts is a Python library for easy manipulation and forecasting of time series. It contains a variety of models, from classics such as ARIMA to deep neural networks. The models can all be used in the same way, using fit() and predict() functions, similar to scikit-learn. The library also makes it easy to backtest models, and combine the predictions of several models and external regressors. Darts supports both univariate and multivariate time series and models, and the neural networks […]

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Tool

Scientific color maps and standardization tools

Scientific color maps Scientific color maps and standardization tools. Scicomap is a package that provides scientific color maps and tools to standardize your favourite color maps if you don’t like the built-in ones.Scicomap currently provides sequential, bi-sequential, diverging, circular, qualitative and miscellaneous color maps. You can easily draw examples, compare the rendering, see how colorblind people will perceive the color maps. I will illustrate the scicomap capabilities below. This package is heavily based on the Event Horyzon Plot package and […]

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Games

Implementation of Conway’s game of life in python

Conway’s Game of Life An interactive simulator that implements the standard Conway Game of Life with a simple menu developed in Python + Pygame. Test and experience the different types of cell automaton patterns discovered and found in this game. 💻 Shortcuts to change program settings use ESC to exit / close the program. use A to play/pause execution. use S to switch between pencil / eraser. use Q to decrease block size. use W to increase block size. use […]

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