ml-jku Goto Github PK

align-rudder

Code to reproduce results on toy tasks and companion blog for the paper.

autoregressive_activity_prediction

This repo includes code for the autoregressive activity prediction for low-data drug discovery manuscript

baselines-rudder

RUDDER for ATARI games with delayed rewards in OpenAI Baselines package

bgnn

blog-post-performer

Blog post to the Performer paper including exemplary notebooks

chef

clamp

Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language

cloob

cloome

convex-init

Code for Principled Weight Initialisation for Input-Convex Neural Networks

covid

deeprc

DeepRC: Immune repertoire classification with attention-based deep massive multiple instance learning

diffuco

diverse-hits

Code accompanying our paper on diversity-based comparison of goal-directed generators

excape

Code for DNNs in the ExCAPE-Project

gapnet-pl

ginns-geometry-informed-neural-networks

gnn-vpa

A Variance-Preserving Aggregation Strategy for Graph Neural Networks

haprfn-r

helm

hopcpt

Conformal Prediction for Time Series with Modern Hopfield Networks

hopfield-boosting

hopfield-layers

Hopfield Networks is All You Need

hopular

Hopular: Modern Hopfield Networks for Tabular Data

hti-cnn

hyper-dti

HyperPCM: Robust task-conditioned modeling of drug-target interactions

l2m

Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)

lsc

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

mae-ct

mc-lstm

Experiments with Mass Conserving LSTMs