Georgios Etsias's repositories
Time-series-prediction-NARX
The project uses a nonlinear autoregressive exogenous (NARX), model to make time-series prediction on data obtained from drive cycling testing on buses
Kmeans-Clustering-NLP-RestaurantOrders
The project categorizes 160K food orders from 100 different pizza shops. Multiple iterations of the ‘Bag of Words’ model alongside K-means clustering were used to solve the problem.
Optimizing-ANN-architecture
The project utilizes genetic algorithms to optimize the architecture of Artificial Neural Networks (ANN) conducting regression analysis on monochromatic laboratory figures
Stacked-ANN-ensemble
The current project introduces a script building a stacked learning ensemble, containing a single multilayered ANN (meta-learner) trained using the predictions of a number of ANNs (Level-0 learners).
Computer-Vision-Sandbox-Images
Deriving saltwater concentrations from the values of light intensity is a long-established image processing practice in laboratory scale investigations of saline intrusion.
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
gector
Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf
GeorgiosEtsias.github.io
Data Science Portfolio
ImageAnalysisBigRig
ImageAnalysisBigRig
Interactive-Image
A jQuery plugin to embed interactive images on your website.
Tips_Data_Science_Interviews
Data science interview questions and answers