Jozef Fulop's Projects
Navigating PDBe, PDBe-KB and more
Fast and flexible AutoML with learning guarantees.
Applied Computational Genomics Course at UU: Spring 2020
Materials for Spring 2018 Applied Genomics Course
AutoML library for deep learning
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Cloud init for bio class based on Debian 10
Cancer Genomics Data Analysis Exercise
Machine Learning Programming Exercise
RStudio Cheat Sheets
Pytorch Lightning code guideline for conferences
Exploration data analysis - Netflix dataset
enzymatic reaction constants calculation in R
Some example projects for school etc.
My personal repository
Algorithms and personal scripts for genomics and bioinformatics
The backend services of the GenUI framework. The backend provides the REST API used for molecular generation, QSAR modelling and chemical space visualization.
Homology modelling tutorial for Structural biology
A LaTeX template for Master thesis that can be used by students at University of Chemistry and Technology, Prague
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
Training materials and accompanying documentation for "Mastering Transformers: From Building Blocks to Real World Applications" training.
Molecular dynamics simulation tutorial for Structural biology
The graph-convolutional neural network for pka prediction
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Python implementation of the conformal prediction framework.
a truly censorship-resistant alternative to Twitter that has a chance of working
NPFL129 repository