i-machine-think

am-i-compositional

attentive_guidance

Repository implementing attentive guidance

awesome-compositionality

A list of resources dedicated to compositionality

compositionality_paradox_mt

Codebase for analysing compositional generalisation in NMT models, which allows you to run systematicity, productivity, substitutivity and idiom processing analyses.

diagNNose

diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.

emergent_grammar_induction

A toolkit for finding and analysing the grammars of emergent languages.

incremental_encoding

machine

Codebase for the i-machine-think project, a modular and fully tested Pytorch implementation for seq2seq models.

machine-tasks

Datasets for compositional learning

signal

A library built on top of pytorch that provides tools to simplify the development of multi-agent referential games models that aims to research language emergence.

i-machine-think/diagNNose

diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.

i-machine-think/am-i-compositional

i-machine-think/awesome-compositionality

A list of resources dedicated to compositionality

i-machine-think/machine

Codebase for the i-machine-think project, a modular and fully tested Pytorch implementation for seq2seq models.

i-machine-think/machine-tasks

Datasets for compositional learning

i-machine-think/emergent_grammar_induction

A toolkit for finding and analysing the grammars of emergent languages.

i-machine-think/compositionality_paradox_mt

Codebase for analysing compositional generalisation in NMT models, which allows you to run systematicity, productivity, substitutivity and idiom processing analyses.

i-machine-think/signal

A library built on top of pytorch that provides tools to simplify the development of multi-agent referential games models that aims to research language emergence.

i-machine-think/attentive_guidance

Repository implementing attentive guidance

i-machine-think/grasp

[IJCAI 2024] GRASP: A novel benchmark for evaluating language GRounding And Situated Physics understanding in multimodal language models

i-machine-think/incremental_encoding

i-machine-think/morphology_and_generalisation

Repository with code for interpretability analyses of a recurrent neural network predicting German plural nouns.

i-machine-think/seq2attn

i-machine-think/specialised_attention

Specialised attention implementation : adding position attention and improving content attention.

i-machine-think/gcd4lm

Scripts for Generalised Contextual Decomposition

i-machine-think/i-machine-think.github.io

i-machine-think/attention-cd

i-machine-think/learn

i-machine-think/machine-analysis

library to do analysis on machine

i-machine-think/matrics

Machine Metrics