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Name: Alexandra Apostolopoulou
Type: User
Company: National & Kapodistrian University of Athens
Bio: Computer Science BSc Graduate
Location: Athens, Greece
Name: Alexandra Apostolopoulou
Type: User
Company: National & Kapodistrian University of Athens
Bio: Computer Science BSc Graduate
Location: Athens, Greece
Here we analyze data (of 2019) from AirBnB in area of Athens and we implement a Recommendation System.
Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.
Autoencoder dimensionality reduction, EMD-Manhattan metrics comparison and classifier based clustering on MNIST dataset
BERT based pretrained model using SQuAD 2.0 Dataset for Question-Answering
Sentiment Classifier using a bidirectional stacked RNN with LSTM/GRU cells for the Twitter sentiment analysis dataset
Here implementat some functions which manage files based on B+ Trees
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Practising on WordClouds,Classification and Clustering on news dataset.
Here is Project I based on Data Structures such as hash tables, linked lists, max heap and binary trees
Feed Forward Neural Network for Twitter Sentiment Analysis Dataset
Here is my solution to the problem of Feeder and multiple Consumers for Operating Systems
Here I implement some functions that manage Hash Files
Here I implement some functions that manage Heap Files
Here is a project from Kaggle's Contest to decide if a comment is insult or not.
Here is Project II based on interprocess communication using system call, named pipes and low-level I/O (handling signals).
Implement Linear Regression class and experiment with Batch, Mini Batch and Stohastic Gradient Descent
Searching similar images (represented as vectors from MNIST dataset) and clustering on them.
ML project based on image pre-processing, dimension reduction with PCA algorithm and classification with KNN, SVM algorithms and on creating and implementing an algorithm for Regularized non-Negative Matrix Factorization
Here is Project III that is related to thread programming and network communication
Assignment on course Software Technology!
Here is my solution to readers-writers problem for Operating Systems.
Sentence Bert for Question-Answering on COVID-19 Open Research Dataset (CORD-19)
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.