Projects in Awesome Lists by IDSIA

https://github.com/idsia/sacred

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

infrastructure machine-learning mongodb python reproducibility reproducible-research reproducible-science

Last synced: 19 Oct 2025

https://github.com/IDSIA/sacred

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

infrastructure machine-learning mongodb python reproducibility reproducible-research reproducible-science

Last synced: 18 Apr 2025

https://github.com/IDSIA/brainstorm

Fast, flexible and fun neural networks.

Last synced: 14 Mar 2025

https://github.com/idsia/brainstorm

Fast, flexible and fun neural networks.

Last synced: 15 May 2025

https://github.com/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)

fast-weight-programmers fast-weights pytorch reinforcement-learning rnn-based-few-shot-learning self-referential-learning self-referential-weight-matrix torchbeast transformers

Last synced: 28 Apr 2025

https://github.com/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)

fast-weight-programmers fast-weights pytorch reinforcement-learning rnn-based-few-shot-learning self-referential-learning self-referential-weight-matrix torchbeast transformers

Last synced: 24 Apr 2025

https://github.com/idsia/hhmarl_2d

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat

air-combat heterogeneous-agents hierarchical-reinforcement-learning multi-agent-reinforcement-learning

Last synced: 16 Mar 2025

https://github.com/idsia/recurrent-fwp

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

fast-weight-programmers fast-weights language-modeling pytorch recurrent-neural-networks reinforcement-learning torchbeast transformers

Last synced: 27 Oct 2025

https://github.com/idsia/neuraldiffeq-fwp

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

continuous-time-sequence-processing controlled-differential-equations fast-weight-programmers fast-weights neural-differential-equations neural-odes

Last synced: 14 Feb 2026

https://github.com/idsia/gpforecasting

Last synced: 28 Apr 2025

https://github.com/idsia/lmtool-fwp

PyTorch Language Modeling Toolkit for Fast Weight Programmers

fast-weight-programmers fast-weights language-model pytorch transformers

Last synced: 28 Apr 2025

https://github.com/idsia/automated-cl

Official repository for the paper "Automating Continual Learning"

continual-learning cuda fast-weight-programmers fast-weights few-shot-learning linear-transformers meta-learning pytorch self-referential-learning self-referential-weight-matrix transformers

Last synced: 08 Mar 2026

https://github.com/idsia/credici

Credici: Credal Inference for Causal Inference

causal-inference causal-models causality credal imprecise-probability probabilistic-graphical-models

Last synced: 09 Sep 2025

https://github.com/idsia/novel2graph

Last synced: 28 Apr 2025

https://github.com/idsia/fpainter

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

fast-weight-programmers fast-weights generative-adversarial-network image-generation neural-learning-rules transformers

Last synced: 14 Feb 2026

https://github.com/idsia/gogepo

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

Last synced: 28 Apr 2025

https://github.com/idsia/rtrl-elstm

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

actor-critic-methods atari deepmind-lab procgen pytorch real-time-recurrent-learning recurrent-neural-networks reinforcement-learning rtrl torchbeast

Last synced: 09 Feb 2026

https://github.com/idsia/crema

Crema: Credal Models Algorithms

bayesian bayesian-models credal credal-models crema imprecise-probability inference probabilistic-graphical-models probability

Last synced: 28 Apr 2025

https://github.com/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)

kohonen-map pytorch self-organizing-map vector-quantization vq-vae

Last synced: 28 Apr 2025

https://github.com/idsia/bayesrecon

Source of bayesRecon R package 📈

reconciliation timeseries

Last synced: 28 Apr 2025

https://github.com/idsia/policyevaluator

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

Last synced: 28 Apr 2025

https://github.com/idsia/fwp-formal-lang

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

fast-weight-programmers fast-weights formal-languages linear-transformers pytorch self-referential-learning self-referential-weight-matrix