May 4, 2021 Python

Simplify Python GUI Development With PySimpleGUI

Creating a simple graphical user interface (GUI) that works across multiple platforms can be complicated. But it doesn’t have to be that way. You can use Python and the PySimpleGUI package to create nice-looking user interfaces that you and your users will enjoy! PySimpleGUI is a new Python GUI library that has been gaining a lot of interest recently. In this course, you’ll learn how to: Install the PySimpleGUI package Create basic user interface elements with PySimpleGUI Create applications, such […]

May 4, 2021 Advanced, NLP, Python, Structured Data, Supervised, Text

Stock Price Movement Based On News Headline

Don’t look for the needle in the haystack. Just buy the haystack! I hope you all are well. Hurray!! finally today our theme is similar to our beautiful quote😅. I always look for new ideas to share my knowledge, because I heard that “Knowledge shared is knowledge squared😊”. Most of you already know something about Share Market. In this article, we will explore something new and interesting. So let’s dig deeper into our today’s theme. This article is actually based […]

May 4, 2021 Clean Code

What is Liskov’s Substitution Principle?

In this article, we will explore the Liskov’s substitution principle, one of the SOLID principles and how to implement it in a Pythonic way. The SOLID principles entail a series of good practices to achieve better-quality software. In case some of you aren’t aware of what SOLID stands for, here it is: S: Single responsibility principle O: Open/closed principle L: Liskov’s substitution principle I: Interface segregation principle D: Dependency inversion principle The goal of this article is to implement proper […]

May 3, 2021 Natural Language Processing

All the goto functions you need to handle NLP use-cases, integrated in NLPretext

NLPretext NLPretext packages in a unique library all the text preprocessing functions you need to ease your NLP project. Installation This package has been tested on Python 3.6, 3.7 and 3.8. We strongly advise you to do the remaining steps in a virtual environnement. To install this library you just have to run the following command: pip install nlpretext This library uses Spacy as tokenizer. Current models supported are en_core_web_sm and fr_core_news_sm. If not installed, run the following commands: pip […]

May 3, 2021 Machine Learning

A GPU-optional modular synthesizer in pytorch

torchsynth torchsynth is based upon traditional modular synthesis written in pytorch. It is GPU-optional and differentiable. Most synthesizers are fast in terms of latency. torchsynth is fast in terms of throughput. It synthesizes audio 16200x faster than realtime (714MHz) on a single GPU. This is of particular interest to audio ML researchers seeking large training corpora. Additionally, all synthesized audio is returned with the underlying latent parameters used for generating the corresponding audio. This is useful for multi-modal training regimes. […]

May 3, 2021 Robot

A multilanguage Telegram shop bot with Telegram Payments support

Greed A customizable, multilanguage Telegram shop bot with Telegram Payments support! Demo Send a message to @greedtestbot on Telegram to view a demo of the bot in action! Use the special credit card number 4242 4242 4242 4242 to add unlimited credit to your account. Screenshots Installation This installation procedure assumes you are on a Linux system, using bash and have python3.8 installed. Requirements Consider renting a VPS to host the bot on; a cheap one should do, as greed […]

May 3, 2021 Data Visualization

Tools for calculating and visualizing Elo-like ratings of MLB teams using Retosheet data

BaseballRatings This project uses historical baseball games data to calculate an Elo-like rating for MLB teams based on regular season match ups. The Elo rating system was originally developed for ranking chess players but also can Wikipedia has more technical details on the rating system: https://en.m.wikipedia.org/wiki/Elo_rating_system A similar analysis was done by 538: https://projects.fivethirtyeight.com/complete-history-of-mlb/ This repo consists of three primary pieces of code: Parser.py imports and cleans the game-level data. It performs basic calculations, such as determining game winners. Elo.py […]

May 3, 2021 Job Scheduler

Automatic class scheduler for Texas A&M written with Python+Django and React+Typescript

Rev Registration Rev Registration is an automatic class scheduler for Texas A&M, aimed at easing the process of course registration by generating compatible schedules given the courses a student would like to take and what preferences they have. Simply select a term, pick your courses, mark off when you’re not available, and we’ll generate schedules for you! For instance, imagine you’ve settled on 3 sections of a course you are fine with having and are having trouble finding a schedule […]

May 3, 2021 Natural Language Processing

A reading-focused foreign language learning aid orientated towards young children

Langy Langy is a reading-focused foreign language learning aid orientated towards young children. Reading is an activity that every child knows. It is a necessary skill that is learned at school and at home, not only building on a child’s linguistic capability, but also their cognitive and social skills. Langy aims to enable children to learn vocabulary in a new language in a manner that feels familiar to them. The platform allows users to read a variety of children’s books, […]

May 3, 2021 Graph

Using Python and Processing to create art

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