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adapquest

ADAPtive QUESTtionnaire, an IDSIA tool for adaptive tests, surveys, and questionnaires.

automated-cl

Official repository for the paper "Automating Continual Learning"

bayesrecon

Source of bayesRecon R package 📈

brainstorm

Fast, flexible and fun neural networks.

cjuice

credici

Credici: Credal Inference for Causal Inference

crema

Crema: Credal Models Algorithms

crema-adaptive

Experiments on adaptive surveys using credal and bayesian networks with our CREMA library.

crepo

ferdelance

A federated learning framework for researchers.

fpainter

Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)

fwp-formal-lang

Official repository for the paper "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions" (EMNLP 2023)

gogepo

Official repository for the paper "Goal-Conditioned Generators of Deep Policies"

gpforecasting

hhmarl_2d

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

kohonen-vae

Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)

lmtool-fwp

PyTorch Language Modeling Toolkit for Fast Weight Programmers

mlprod

Machine Learning in Production

modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

neuraldiffeq-fwp

Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)

newtechnowar

New Techno War, an IDSIA project in collaboration with Armasuisse.

novel2graph

policyevaluator

Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"

recurrent-fwp

Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)

rtrl-elstm

Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.