A Predator-Prey-Grass multi-objective multi-agent gridworld environment implemented with Farama's Gymnasium, PettingZoo and MOMAland, featuring dynamic agent spawning and deletion, where agents hav…

Qrisp - a framework for high-level programming of Quantum computers

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template

For IBM Quantum Fall Challenge 2022

Implementations of selected inverse reinforcement learning algorithms.

Hands-on tutorials at EEML2022 summer school

LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a ve…

Image segmentation prediction tool that uses trained YAPiC model and performs image segmentation directly in Napari.

Yet Another Pixel Classifier (based on deep learning)

io data handling module for various image sources. Mainly to provide data interface for supervised pixel classification tools

napari: a fast, interactive, multi-dimensional image viewer for python

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

Napari plugin to store Napari projects in a .h5 file. Label layer are stored in a sparse representation (COO list).

Python connector for hdf5 ilastik project files

Learning Off-Policy with Online Planning, CoRL 2021

Example code from the book "Deep Learning for the Life Sciences"

Repo for the CZI Imaging Team's napari plugin Alfa Cohort collaboration

Code for the thesis

The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of dr…

Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.