Pinned Repositories
brainstorm
Fast, flexible and fun neural networks.
crema
Crema: Credal Models Algorithms
gpforecasting
hhmarl_2D
Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
lmtool-fwp
PyTorch Language Modeling Toolkit for Fast Weight Programmers
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)
novel2graph
recurrent-fwp
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
IDSIA's Repositories
IDSIA/sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
IDSIA/brainstorm
Fast, flexible and fun neural networks.
IDSIA/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)
IDSIA/recurrent-fwp
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
IDSIA/hhmarl_2D
Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
IDSIA/neuraldiffeq-fwp
Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
IDSIA/lmtool-fwp
PyTorch Language Modeling Toolkit for Fast Weight Programmers
IDSIA/gpforecasting
IDSIA/credici
Credici: Credal Inference for Causal Inference
IDSIA/novel2graph
IDSIA/fpainter
Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)
IDSIA/automated-cl
Official repository for the paper "Automating Continual Learning"
IDSIA/crema
Crema: Credal Models Algorithms
IDSIA/GoGePo
Official repository for the paper "Goal-Conditioned Generators of Deep Policies"
IDSIA/rtrl-elstm
Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)
IDSIA/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)
IDSIA/policyevaluator
Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"
IDSIA/fwp-formal-lang
Official repository for the paper "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions" (EMNLP 2023)
IDSIA/MLprod
Machine Learning in Production
IDSIA/NewTechnoWar
New Techno War, an IDSIA project in collaboration with Armasuisse.
IDSIA/bayesRecon
Source of bayesRecon R package 📈
IDSIA/crepo
IDSIA/Ferdelance
A federated learning framework for researchers.
IDSIA/adapquest
ADAPtive QUESTtionnaire, an IDSIA tool for adaptive tests, surveys, and questionnaires.
IDSIA/cjuice
IDSIA/crema-adaptive
Experiments on adaptive surveys using credal and bayesian networks with our CREMA library.
IDSIA/rexasi-pro