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32 repositories

hhmarl_2D
Public
Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
hierarchical-reinforcement-learning multi-agent-reinforcement-learning air-combat
hierarchical-reinforcement-learning multi-agent-reinforcement-learning air-combat heterogeneous-agents
Python
•23•165•5•0•Updated Jun 23, 2026Jun 23, 2026
FPLIER
Public
FPLIER: Federated Pathway-Level Information ExtractoR
Python
•0•0•0•0•Updated Jun 2, 2026Jun 2, 2026
bayesRecon
Public
Source of bayesRecon R package 📈
timeseries reconciliation
timeseries reconciliation
R
•
GNU Lesser General Public License v3.0
•0•9•0•0•Updated Apr 28, 2026Apr 28, 2026
causal-ai-clinician
Public
Causal Inference for Critical Decision Making
python machine-learning causal-inference
python machine-learning causal-inference healthcare-ai
Python
•
MIT License
•0•2•0•0•Updated Apr 21, 2026Apr 21, 2026
SPEARHEAD
Public
Source code produced within the Innosuisse Flagship SPEARHEAD
Python
•0•0•0•0•Updated Mar 2, 2026Mar 2, 2026
MLprod
Public
Machine Learning in Production
distributed-systems machine-learning mlops
distributed-systems machine-learning mlops
Jupyter Notebook
•
MIT License
•1•6•0•0•Updated Feb 11, 2026Feb 11, 2026
sacred
Public
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
python infrastructure machine-learning
python infrastructure machine-learning mongodb reproducible-research reproducible-science reproducibility
Python
•
MIT License
•392•4.4k•102•5•Updated Oct 22, 2025Oct 22, 2025
rexasi-pro
Public
Jupyter Notebook
•0•1•0•0•Updated Jul 28, 2025Jul 28, 2025
lmtool-fwp
Public
PyTorch Language Modeling Toolkit for Fast Weight Programmers
transformers pytorch language-model
transformers pytorch language-model fast-weights fast-weight-programmers
Python
•
Apache License 2.0
•4•22•0•0•Updated Jun 11, 2025Jun 11, 2025
automated-cl
Public
Official repository for the paper "Automating Continual Learning"
cuda transformers pytorch
cuda transformers pytorch fast-weights meta-learning continual-learning few-shot-learning fast-weight-programmers self-referential-weight-matrix self-referential-learning
Python
•
MIT License
•5•20•0•0•Updated Jun 11, 2025Jun 11, 2025
fwp-formal-lang
Public
Official repository for the paper "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions" (EMNLP 2023)
pytorch formal-languages fast-weights
pytorch formal-languages fast-weights fast-weight-programmers self-referential-weight-matrix self-referential-learning linear-transformers
Cuda
•
Other
•1•5•0•0•Updated Jun 11, 2025Jun 11, 2025
rtrl-elstm
Public
Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)
reinforcement-learning pytorch recurrent-neural-networks
reinforcement-learning pytorch recurrent-neural-networks deepmind-lab atari procgen actor-critic-methods torchbeast rtrl real-time-recurrent-learning
Python
•3•13•0•0•Updated Jun 11, 2025Jun 11, 2025
fpainter
Public
Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)
transformers generative-adversarial-network image-generation
transformers generative-adversarial-network image-generation fast-weights fast-weight-programmers neural-learning-rules
Python
•
Other
•3•12•0•0•Updated Jun 11, 2025Jun 11, 2025
neuraldiffeq-fwp
Public
Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
fast-weights neural-differential-equations neural-odes
fast-weights neural-differential-equations neural-odes controlled-differential-equations fast-weight-programmers continuous-time-sequence-processing
Python
•5•24•0•0•Updated Jun 11, 2025Jun 11, 2025
modern-srwm
Public
Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accele…
reinforcement-learning transformers pytorch
reinforcement-learning transformers pytorch fast-weights torchbeast fast-weight-programmers self-referential-weight-matrix rnn-based-few-shot-learning self-referential-learning
Python
•17•177•1•1•Updated Jun 11, 2025Jun 11, 2025
recurrent-fwp
Public
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
reinforcement-learning transformers language-modeling
reinforcement-learning transformers language-modeling pytorch recurrent-neural-networks fast-weights torchbeast fast-weight-programmers
Python
•4•52•0•0•Updated Jun 11, 2025Jun 11, 2025
GoGePo
Public
Official repository for the paper "Goal-Conditioned Generators of Deep Policies"
Python
•2•11•0•0•Updated Jun 11, 2025Jun 11, 2025
kohonen-vae
Public
Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discret…
pytorch kohonen-map self-organizing-map
pytorch kohonen-map self-organizing-map vector-quantization vq-vae
Python
•1•13•0•0•Updated Jun 11, 2025Jun 11, 2025
credici
Public
Credici: Credal Inference for Causal Inference
causality probabilistic-graphical-models causal-inference
causality probabilistic-graphical-models causal-inference causal-models imprecise-probability credal
Java
•
GNU Lesser General Public License v3.0
•2•21•10•0•Updated May 17, 2025May 17, 2025
FL-Bioinformatics
Public
Repository for the review article "Technical Insights and Legal Considerations for Advancing Federated Learning in Bioinformatics", currently under evaluation f…
Jupyter Notebook
•0•1•0•0•Updated Apr 1, 2025Apr 1, 2025
CLIER
Public
Repository for the article "Protocol for interpretable and context-specific single-cell informed deconvolution of bulk RNA-seq data" (STAR Protocols, 2025)
R
•0•2•0•0•Updated Mar 14, 2025Mar 14, 2025
flotta
Public
A federated learning framework for researchers.
distributed-computing federated-learning
distributed-computing federated-learning
Python
•
GNU Lesser General Public License v3.0
•2•2•0•0•Updated Jun 20, 2024Jun 20, 2024
crema
Public
Crema: Credal Models Algorithms
probability inference bayesian
probability inference bayesian probabilistic-graphical-models bayesian-models imprecise-probability credal crema credal-models
Java
•
GNU Lesser General Public License v3.0
•4•12•12•3•Updated Mar 6, 2024Mar 6, 2024
adapquest
Public
ADAPtive QUESTtionnaire, an IDSIA tool for adaptive tests, surveys, and questionnaires.
machine-learning tool inference
machine-learning tool inference survey bayesian adaptive imprecise-probability credal crema credal-models
Java
•
GNU Lesser General Public License v3.0
•2•3•2•0•Updated Oct 26, 2023Oct 26, 2023
novel2graph
Public
Python
•4•14•1•0•Updated Mar 30, 2023Mar 30, 2023
brainstorm
Public
Fast, flexible and fun neural networks.
Python
•
Other
•149•1.3k•20•7•Updated Sep 13, 2022Sep 13, 2022
policyevaluator
Public
Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"
Python
•1•6•0•0•Updated Jul 6, 2022Jul 6, 2022
NewTechnoWar
Public
New Techno War, an IDSIA project in collaboration with Armasuisse.
machine-learning ml strategy-game
machine-learning ml strategy-game explainable-ai xai turn-based-strategy
Jupyter Notebook
•
GNU Lesser General Public License v3.0
•0•4•2•0•Updated Dec 16, 2021Dec 16, 2021
gpforecasting
Public
Python
•4•18•2•0•Updated Aug 18, 2021Aug 18, 2021
crepo
Public
Java
•
GNU Lesser General Public License v3.0
•1•2•0•0•Updated Jul 29, 2021Jul 29, 2021

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IDSIA

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32 repositories

hhmarl_2D

FPLIER

bayesRecon

causal-ai-clinician

SPEARHEAD

MLprod

sacred

rexasi-pro

lmtool-fwp

automated-cl

fwp-formal-lang

rtrl-elstm

fpainter

neuraldiffeq-fwp

modern-srwm

recurrent-fwp

GoGePo

kohonen-vae

credici

FL-Bioinformatics

CLIER

flotta

crema

adapquest

novel2graph

brainstorm

policyevaluator

NewTechnoWar

gpforecasting

crepo

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32 repositories