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27 repositories

bayesRecon
Public
Source of bayesRecon R package 📈
timeseries reconciliation
R
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GNU Lesser General Public License v3.0
•1•6•0•0•Updated Nov 14, 2024Nov 14, 2024
sacred
Public
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
infrastructure machine-learning mongodb reproducible-research reproducible-science reproducibility python
Python
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MIT License
•383•4.3k•100•3•Updated Oct 22, 2024Oct 22, 2024
credici
Public
Credici: Credal Inference for Causal Inference
causality probabilistic-graphical-models causal-inference causal-models imprecise-probability credal
Java
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GNU Lesser General Public License v3.0
•2•16•10•0•Updated Oct 14, 2024Oct 14, 2024
hhmarl_2D
Public
Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
hierarchical-reinforcement-learning multi-agent-reinforcement-learning air-combat heterogeneous-agents
Python
•13•62•3•0•Updated Sep 2, 2024Sep 2, 2024
flotta
Public
A federated learning framework for researchers.
distributed-computing federated-learning
Python
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GNU Lesser General Public License v3.0
•2•2•0•0•Updated Jun 20, 2024Jun 20, 2024
rexasi-pro
Public
Jupyter Notebook
•0•0•0•0•Updated Jun 12, 2024Jun 12, 2024
automated-cl
Public
Official repository for the paper "Automating Continual Learning"
cuda transformers pytorch fast-weights meta-learning continual-learning few-shot-learning fast-weight-programmers self-referential-weight-matrix self-referential-learning
Python
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MIT License
•2•11•0•0•Updated Apr 1, 2024Apr 1, 2024
crema
Public
Crema: Credal Models Algorithms
probability inference bayesian probabilistic-graphical-models bayesian-models imprecise-probability credal crema credal-models
Java
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GNU Lesser General Public License v3.0
•4•10•12•3•Updated Mar 6, 2024Mar 6, 2024
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 deepmind-lab atari procgen actor-critic-methods torchbeast rtrl real-time-recurrent-learning
Python
•2•10•0•0•Updated Feb 26, 2024Feb 26, 2024
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 "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)
reinforcement-learning transformers pytorch fast-weights torchbeast fast-weight-programmers self-referential-weight-matrix rnn-based-few-shot-learning self-referential-learning
Python
•17•168•1•1•Updated Dec 4, 2023Dec 4, 2023
adapquest
Public
ADAPtive QUESTtionnaire, an IDSIA tool for adaptive tests, surveys, and questionnaires.
machine-learning tool inference survey bayesian adaptive imprecise-probability credal crema credal-models
Java
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GNU Lesser General Public License v3.0
•1•1•2•0•Updated Oct 26, 2023Oct 26, 2023
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 fast-weight-programmers self-referential-weight-matrix self-referential-learning linear-transformers
Cuda
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Other
•1•5•0•0•Updated Oct 24, 2023Oct 24, 2023
lmtool-fwp
Public
PyTorch Language Modeling Toolkit for Fast Weight Programmers
transformers language-model fast-weights pytorch fast-weight-programmers
Python
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Apache License 2.0
•4•16•0•0•Updated Aug 24, 2023Aug 24, 2023
kohonen-vae
Public
Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)
pytorch kohonen-map self-organizing-map vector-quantization vq-vae
Python
•1•8•0•0•Updated Apr 27, 2023Apr 27, 2023
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 fast-weights fast-weight-programmers neural-learning-rules
Python
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Other
•3•12•0•0•Updated Apr 25, 2023Apr 25, 2023
novel2graph
Public
Python
•4•13•1•0•Updated Mar 30, 2023Mar 30, 2023
recurrent-fwp
Public
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
reinforcement-learning transformers language-modeling pytorch recurrent-neural-networks fast-weights torchbeast fast-weight-programmers
Python
•5•47•0•0•Updated Mar 21, 2023Mar 21, 2023
MLprod
Public
Machine Learning in Production
distributed-systems machine-learning mlops
Jupyter Notebook
•1•5•0•0•Updated Feb 10, 2023Feb 10, 2023
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 controlled-differential-equations fast-weight-programmers continuous-time-sequence-processing
Python
•4•18•0•0•Updated Oct 21, 2022Oct 21, 2022
brainstorm
Public
Fast, flexible and fun neural networks.
Python
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Other
•152•1.3k•20•7•Updated Sep 13, 2022Sep 13, 2022
GoGePo
Public
Official repository for the paper "Goal-Conditioned Generators of Deep Policies"
Python
•2•11•0•0•Updated Jul 6, 2022Jul 6, 2022
policyevaluator
Public
Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"
Python
•1•5•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 explainable-ai xai turn-based-strategy
Jupyter Notebook
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GNU Lesser General Public License v3.0
•0•3•2•0•Updated Dec 16, 2021Dec 16, 2021
gpforecasting
Public
Python
•4•16•2•0•Updated Aug 18, 2021Aug 18, 2021
crepo
Public
Java
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GNU Lesser General Public License v3.0
•1•2•0•0•Updated Jul 29, 2021Jul 29, 2021
crema-adaptive
Public
Experiments on adaptive surveys using credal and bayesian networks with our CREMA library.
network inference survey bayesian adaptive credal
Java
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GNU Lesser General Public License v3.0
•1•0•0•0•Updated Jun 9, 2021Jun 9, 2021
cjuice
Public
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated May 31, 2021May 31, 2021