Natural Language Processing

Super easy library for BERT based NLP models with python

Fast-Bert Supports LAMB optimizer for faster training. Please refer to https://arxiv.org/abs/1904.00962 for the paper on LAMB optimizer. Supports BERT and XLNet for both Multi-Class and Multi-Label text classification. Fast-Bert is the deep learning library that allows developers and data scientists to train and deploy BERT and XLNet based models for natural language processing tasks beginning with Text Classification. The work on FastBert is built on solid foundations provided by the excellent Hugging Face BERT PyTorch library and is inspired by […]

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Hardware

A Python package that generates hardware pinout diagrams as SVG images

pinout SVG diagram creation from Python code – pinout provides an easy method of creating pin-out diagrams for electronic hardware. Please visit pinout.readthedocs.io for the full quick start tutorial and detailed documentation on all options provided by the pinout package. Quick start pinout can be easily installed with pip and provides some sample files that demonstrate key features. Install Using a virtual environment is recommended; Start by installing the pinout package. Either clone this repo and pip install it or […]

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Data Analysis

X-ray Analysis for Synchrotron Applications using Python

Larch Larch is an open-source library and set of applications for processing and analyzing X-ray absorption and fluorescence spectroscopy data and X-ray fluorescence and diffraction image data from synchrotron beamlines. It is especially focussed on X-ray absorption fine-structure spectroscopy (XAFS) including X-ray absorption near-edge spectroscopy (XANES) and extended X-ray absorption fine-structure spectroscopy (EXAFS). It also supports visualization and analysis tools for X-ray fluorescence (XRF) spectra and XRF and X-ray diffraction (XRD) images as collected at scanning X-ray microprobe beamlines. Larch […]

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Django

Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django

wger wger (ˈvɛɡɐ) Workout Manager is a free, open source web application that help you manage your personal workouts, weight and diet plans and can also be used as a simple gym management utility. It offers a REST API as well, for easy integration with other projects and tools. Mobile app Installation These are the basic steps to install and run the application locally on a Linuxsystem. There are more detailed instructions, other deployment options as wellas an administration guide […]

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Command-line Tools

A Python based toolkit for creating Command-Line Interface app

Quo Quo is a Python based toolkit for writing Command-Line Interface(CLI) applications. Quo improves programmer’s productivity because it’s easy to use and supports auto completion which means less time will be spent debugging. Simple to code, easy to learn, and does not come with needless baggage Quo requires Python 3.6 or later. Installation You can install quo via the Python Package Index (PyPI) $ pip install -U quo Example 1 import quo quo.echo(‘Hello, World!’) Example 2 import quo quo.flair(f’Hello, World!’, […]

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Editor

A simple editor for beginner Python programmers Written in Python and Qt5

Mu – A Simple Python Code Editor Mu is a simple code editor for beginner programmers based on extensive feedback from teachers and learners. Having said that, Mu is for anyone who wants to use a simple “no frills” editor. Mu is a modal editor with modes for many different ways to use Python to create cool and interesting things. Mu is written in Python and works on Windows, macOS, Linux and Raspberry Pi. The project’s public facing website is […]

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Terminal

View and control remote terminals from your browser with end-to-end encryption

termpair View and control remote terminals from your browser with end-to-end encryption What is TermPair? TermPair lets developers securely share and control terminals in real time. Usage Start the TermPair server with termpair serve, or use the one already running at https://grassfedcode.com/termpair. > termpair serve –port 8000 INFO: Started server process [25289] INFO: Waiting for application startup. INFO: Application startup complete. INFO: Uvicorn running on http://localhost:8000 (Press CTRL+C to quit) INFO: (‘127.0.0.1’, 51924) – “WebSocket /connect_to_terminal” [accepted] Then share your […]

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Network

Self-Classifier: Self-Supervised Classification Network

self-classifier Official PyTorch implementation and pretrained models of the paper Self-Supervised Classification Network. Self-Classifier is a self-supervised end-to-end classification neural network. It learns labels and representations simultaneously in a single-stage end-to-end manner. Self-Classifier architecture. Two augmented views of the same image are processed by a shared network. The cross-entropy of the two views is minimized to promote same class prediction while avoiding degenerate solutions by asserting a uniform prior. The resulting model learns representations and class labels in a single-stage […]

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Beginner, Listicle, NLP, Python, Text

Pre-Processing of Text Data in NLP

This article was published as a part of the Data Science Blogathon Introduction In today’s life, a large amount of raw data is available in every sector in the form of text, audio, videos, etc. This data can be used to analyze a wide range of factors which can be used further to make some decisions or predictions. But for this, the raw data has to organize or summarized for getting better outcomes. Here comes the role of NLP, which is […]

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Advanced, Classification, NLP, Project, Python, Structured Data

Rule-Based Sentiment Analysis in Python

This article was published as a part of the Data Science Blogathon     Image by Author made online on befunky.com Intro: According to experts, 80% of the world’s existing data is in the form of unstructured data(images, videos, text, etc). This data could be generated by Social media tweets/posts, call transcripts, survey or interview reviews, text across blogs, forums, news, etc. It is humanly impossible to read all the text across the web and find patterns. Yet, there is definitely […]

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