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black-box-watermarking-tfidf

This repo consists my implementation to https://arxiv.org/abs/2103.05590 paper

bst-avl-data-structure

c4dynamics

chicago-crimes

Applying some data analysis and machine learning algorithm on chicago crimes dataset

computer-vision

outcomes of computer vision IDC 2020 course

covid_papers_inspection

Analyzing and clustering covid papers (full-text / abstract) using compression / transformers methods

data-generation-using-optimization

In the following notebook i will suggest a method to generate random data with subjected constraints, using linear/nonlinear Optimization method

deep_learning_3600

Deep Learning homework solutions given throughout a course in IDC (Reichman Uni)

experimenting-with-levenshtein-distance.

Some example to present a wonderful and simple method to match strings

exploring_ember_dataset

In this repo we explore the EMBER 2018 dataset - malware/benign classification. we present some Dim-Reduction algo's, feature selections and comparisons between most common and robust classification models: XGBoost, LightGBM, MalConv

gilzeevi25

Config files for my GitHub profile.

grantcalls

machine-learning-from-data

Machine learning algorithms implemented as part of IDC 2021 machine learning from data course

matching

mlops_g2jn

Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data

recommendation_systems_idc

Recommendation systems homework solutions given throughout a course in IDC (Reichman Uni)

scratchdetection

This repo contains well-designed tabular features created through image processing techniques in order to predict a scratch on wafers.

segmentation

Image segmentation various methods

session_based_recommendations

In this repo we tackle the subject of Session based recommendations which relies on implicit feedbacks.

smartech

a short assignment on classification of small dataset.

sql

Some SQL queries and ERD diagram and schemas that were handled as part of introduction to sql in IDC 2021 course

statistics_data_analysis

Statistics & Data analysis which were made during the statistics & Data analysis course in IDC 2021

sttm

Short text topic modeling - trying to predict a sexual predator from a short sequence text, based on chat talks

trump_tweets

Trump Tweets analysis and prediction whether it's tweeted via android or iphone.

uber-rides-in-new-york-city

Applying ML models on 20M records data using Spark MLlib. Ran on EC2 and EMR with several workers