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I'm the developer/maintainer of the following software:

Package Version BioC-release Info
deconvR Simulation and Deconvolution of Omic Profiles

İrem's Projects

alsa icon alsa

The repository contains Python implementation of core next-generation sequencing analysis algorithms.

archr icon archr

ArchR : Analysis of Regulatory Chromatin in R (www.ArchRProject.com)

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

dldd icon dldd

Material for Deep Learning for Drug Discovery Seminar, including my reports.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

igunduz icon igunduz

Config files for my GitHub profile.

llmrs icon llmrs

LLMRS: Unlocking Potentials of LLM-Based Recommender Systems

madewithml icon madewithml

Learn how to responsibly deliver value with ML.

neural-networks icon neural-networks

Code repository for neural networks class assignments teached at Saarland University, winter 2022.

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

rml icon rml

Robostness applications in machine learning

scbioinfocourse icon scbioinfocourse

Material used for TA sessions of the single-cell bioinformatics course offered in Winter 2022 Semester at Saarland University.

softwareengineering icon softwareengineering

The project assignments written by me for the SE course at Saarland University 2022

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