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Eyal Ben Zion's Projects

amdocs icon amdocs

Using deep learning applied to text analysis, created a model that converts text stories into illustrated stories. Those models resulted in a proof of concept.

code-a-day icon code-a-day

Solved CodeWars katas. JavaScript, C and Python.

dbn icon dbn

Create a dynamic Bayesian networks with constrained base algorithms

ffjord icon ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

fungi icon fungi

By using photos of fungi and with computer vision algorithms, I created a method to count the number of fungi in a picture.

india-post-office icon india-post-office

Through sequence classification and using post office data, I developed a prediction model for successful package delivery.

lmp icon lmp

Learning lifestyles of a user by is mobility patterns using topic models.

ls_lstm icon ls_lstm

Identifying and predicting social lifestyles in people's trajectories by neural networks

predict_future_sales icon predict_future_sales

The task is to forecast the total amount of products sold in every shop for the test set. Kaggle

pytube icon pytube

A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.

retail icon retail

Predict demand of new entry of a product

sapir-college icon sapir-college

Using students recordes and with calssification methods, I discovered key factors in student acceptance application data to predict student’s success rate in B.A. studies.

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