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academia

A collection of my collaboration publications an my conference presentations

awesome-python-decorator

A curated list of awesome python decorator resources.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bloodshotlearning

breathing-k-means

The "breathing k-means" algorithm with datasets and example notebooks

category_encoders

A library of sklearn compatible categorical variable encoders

chatgpt-api

Node.js client for the unofficial ChatGPT API. 🔥

classify-hotel-booking-cancellations

Kaggle's Datasets - https://www.kaggle.com/jessemostipak/hotel-booking-demand, Goal is to predict booking cancellations

deep-learning-in-hebrew

ספר מלא בעברית על למידת מכונה ולמידה עמוקה

deleted-post-response-by-politicians

The purpose of this work is to analyze behavioral aspects of politicians in context to deleting posts responses on social media.

diabetic_retinopathy_detection

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

kc_-_price_prediction

This Project goal is to produce a model which may estimate the price of a given real-estate asset

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

medium-articles

Code used to obtain results for my medium articles

my-california-housing-project

In this `california_housing` data set project I will be implementing a solution for a regression problem using various ML techniques

mypython_codingscrabble

Some Python Coding of "Simple Scrabble" Problems

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

phik

Phi_K correlation analyzer library

playground-e.g.-projects

Playground processing files of a few example projects I played with

python-kmedoids

Fast K-Medoids clustering in Python with FasterPAM

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

scikit-learn

scikit-learn: machine learning in Python

shap

A game theoretic approach to explain the output of any machine learning model.

sklearn-pandas

Pandas integration with sklearn

tensorflow

An Open Source Machine Learning Framework for Everyone

umap

Uniform Manifold Approximation and Projection

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow