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The simulation of Epsilon-Greedy and Thompson Sampling algorithms for Bayesian A/B Testing. The project shows how both algorithms find the optimal bandit and approximate the rewards of each bandit, given the true reward. Visualizations are done to demonstrate the learning process and convergence.
Age and gender prediction from face images. Used the weights from "fairface" to finetune a model on a face dataset taken from kaggle. The model succeeds in predicting the correct gender but fails to provide accurate results for age.
Project of web-scraping using Selenium and BeautifulSoup. Storing scraped data in pandas, cleansing, structuring and doing some operations on them.
Transliteration from Armenian letters to English letters.
An easy-to-use package for customer segmentation using Python.
Solving N-Queens Problem using Genetic Algorithms. Used the components of GAs, which include population initialization, mate selection, crossover, mutation and survivor selection.
Hospital Database Management System project done during Databases and Distributed Systems course. The project includes complete ERD and reduction to Relational Schema.
Classification of sport images into 100 different sport classes using Convolutional Neural Networks.
Tesla's stock market prediction using Deep Learning. The project is done in LSTM (Long Short-Term Memory)
Titanic Survival Classification using Machine Learning. The project involves the whole process of creating a complete ML classification model. An in-depth explanation and clarification of the steps.
Vocabulary game for GRE, SAT or TOEFL vocabulary learning.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.