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Top repositories

1

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Python
4,205
star
2

brainstorm

Fast, flexible and fun neural networks.
Python
1,304
star
3

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)
Python
153
star
4

hhmarl_2D

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
Python
59
star
5

recurrent-fwp

Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
Python
46
star
6

neuraldiffeq-fwp

Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
Python
17
star
7

credici

Credici: Credal Inference for Causal Inference
Java
16
star
8

lmtool-fwp

PyTorch Language Modeling Toolkit for Fast Weight Programmers
Python
14
star
9

novel2graph

Python
13
star
10

fpainter

Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)
Python
12
star
11

GoGePo

Official repository for the paper "Goal-Conditioned Generators of Deep Policies"
Python
10
star
12

crema

Crema: Credal Models Algorithms
Java
10
star
13

gpforecasting

Python
7
star
14

kohonen-vae

Official repository for the paper "Topological Neural Discrete Representation Learning Γ  la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)
Python
5
star
15

policyevaluator

Official repository for the paper "General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States"
Python
5
star
16

bayesRecon

Source of bayesRecon R package πŸ“ˆ
R
5
star
17

MLprod

Machine Learning in Production
Jupyter Notebook
4
star
18

NewTechnoWar

New Techno War, an IDSIA project in collaboration with Armasuisse.
Jupyter Notebook
3
star
19

crepo

Java
2
star
20

flotta

A federated learning framework for researchers.
Python
2
star
21

rtrl-elstm

Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning"
Python
1
star
22

adapquest

ADAPtive QUESTtionnaire, an IDSIA tool for adaptive tests, surveys, and questionnaires.
Java
1
star