Stefanos Arampatzes (@stef-aramp)
github

stef-aramp

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  • Stars
    star
    26
  • Global Rank 542,735 (Top 19 %)
  • Followers 9
  • Following 15
  • Registered almost 8 years ago
  • Most used languages
    Jupyter Notebook
         88.9 %
    Python
         11.1 %
  • Location 🇬🇷 Greece
  • Country Total Rank 1,067
  • Country Ranking
    Jupyter Notebook
         38
    Python
         1,545

Top repositories

1

Human_Resources_Analytics-Prediction

Prediction of "left/stayed" employees using Decision Trees and more
Jupyter Notebook
9
star
2

NLP_with_Web_Scraping_Text_Mining_and_Classification

Hey there, this is an all brand new project. I spent a period of time searching, reading some papers, watching some tutorials and finally coding. I will let the project to speak itself, but I have to do a summary. What this project includes and what skills acquired to accomplish it ? Web Scraping, Text Mining, Text Summarization, Cleaning, Pipeline to classify, Name Entity Racognition (NER) and WordCloud.
Jupyter Notebook
6
star
3

Yelp-reviews-classifier-with-Word-Embeddings-gensim

Using word embeddings from a pre-trained word2vec model to classify yelp reviews.
Jupyter Notebook
4
star
4

Topic-Modeling-LDA_RSS-Feed

Generate topics with unsupervised learning method.
Jupyter Notebook
2
star
5

AirBnb-rate-prediction

Predicting price of airbnb houses and apartments, based on descriptions and numeric values.
Jupyter Notebook
1
star
6

slanger_module

module for NLP
Python
1
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7

Cifar10_image_classification_Keras

A CNN architecture with several Conv and Core layers. It was, also, used Cyclic Learning Rate Technique (CLR) to force model to converge faster and easier to an optimal minima.
Jupyter Notebook
1
star
8

TED_Talks_analysis

A comprehensive analysis of an interesting dataset found at kaggle.com.
Jupyter Notebook
1
star
9

Recommendation_Systems

Content Based and Item Based recommenders.
Jupyter Notebook
1
star