Yelp

Multilingual Retrieval on Yelp Search Engine

Hi there! đź‘‹ In this repository, we develop a Multilingual Information Retrieval model that support 15 different languages, and it will be used on Yelp search engine after further online experiments. Figure 1: Yelp’s search interface Background The current search engine of Yelp is based on NrtSearch. However, inverted index-based lexical matching on Lucene-based search engine such as NrtSearch falls short in several key aspects: Lack of understanding of hypernyms, synonyms, and antonyms. For example, “sneaker” might match the intent […]

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Python

Data Visualization Interfaces in Python With Dash

In the past, creating analytical web applications was a task for seasoned developers that required knowledge of multiple programming languages and frameworks. That’s no longer the case. Nowadays, you can make data visualization interfaces using pure Python. One popular tool for this is Dash. Dash gives data scientists the ability to showcase their results in interactive web applications. You don’t need to be an expert in web development. In an afternoon, you can build and deploy a Dash app to […]

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Python

Is it worth the money? When to buy products for your job

You’ve discovered a product that might help you with your job: perhaps a book that will teach you a new and relevant skill, or software that will speed up development. Since you do want to write software better and faster, you are considering buying this product. But, then again, the product costs money, and maybe that money is better spent on something else. So should you buy the product or not? How do you decide? If it is worth buying, […]

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Weather

Official Pytorch Code for the paper TransWeather

Official Code for the paper TransWeather, Arxiv Tech Report 2021 Paper | Website About this repo: This repo hosts the implentation code, pre-trained weights, and dataset preparation details for the paper “TransWeather”. We also provide code for a strong transformer baseline for weather removal tasks. Introduction Removing adverse weather conditions like rain, fog, and snow from images is an important problem in many applications. Most methods proposed in the literature have been designed to deal with just removing one type […]

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Discord

Discord group chat leaver for python

I know many people who have fallen victim to these weird group chat spammers including me. I made this script to help those who don’t know how to solve this problem. Setting it up Download the latest verison of Python. Once installing, make sure to click “Add Python to PATH”. CD into the directory and type the following commands: pip3 install discord pip3 install asyncio GitHub View Github    

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Deep Learning

TLoL (Python Module) – League of Legends Deep Learning AI (Research and Development)

TLoL-py is the Python component of the TLoL League of Legends deep learning library.It provides a set of utility methods and classes to deal with League of Legendsgame playing, deep learning datasets and provides a library to build a deep learningagent which can play League of Legends. This module is currently updated to patch 11.23. About Disclaimer: This project is not affiliated with Riot Games in any way. If you are interested in using this project or are just curious, […]

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App

A real world application of a Recurrent Neural Network on a binary classification of time series data

What is this This is a real world application of a Recurrent Neural Network on a binary classification of time series data. This project includes data cleanup, model creation, fitting, and testing/reporting and was designed and analysed in less than 24 hours. Challenge and input Three input files were provided for this challenge: aigua.csv aire.csv amoni.csv (amoni_pred.csv is the same thing with integers rather than booleans) The objective is to train a Machine Learning classifier that can predict dangerous drift […]

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Stream

A live streaming chatroom involving multiple modalities, such as voice, gesture, and facial expression

A live streaming chatroom involving multiple modalities, such as voice, gesture, and facial expression. Introduction We focus on demonstrating the design, as well as highlighting the advantages and our considerations on design features, using the knowledge and design principles learned in CS3483. As mentioned in our previous design reports, the project is motivated by the limited chatroom in the live stream. This interface is designed for a better chatroom experience in a live streaming platform based on Twitch, which is […]

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