GitHub - ellie-as/sequence-memory-thesis: Code for Chapter 3 of my PhD thesis

Learning to construct sequential events

Code for simulations in Chapter Three of my thesis.

Tested with transformers 4.35.0.dev0.

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
bartlett_pkls		bartlett_pkls
narrative_results		narrative_results
plots		plots
thesis_data		thesis_data
Bartlett_analysis.ipynb		Bartlett_analysis.ipynb
Bartlett_sequence_model.ipynb		Bartlett_sequence_model.ipynb
Durrant_sequence_model.ipynb		Durrant_sequence_model.ipynb
Graph_sequence_model.ipynb		Graph_sequence_model.ipynb
Graph_sequence_model_from_scratch.ipynb		Graph_sequence_model_from_scratch.ipynb
Planning_sequence_model (updated).ipynb		Planning_sequence_model (updated).ipynb
RAG story demo.ipynb		RAG story demo.ipynb
README.md		README.md
Retrieval augmented generation and inference.ipynb		Retrieval augmented generation and inference.ipynb
Rumination analysis.ipynb		Rumination analysis.ipynb
Rumination simulation.ipynb		Rumination simulation.ipynb
Story_sequence_model.ipynb		Story_sequence_model.ipynb
gpt.py		gpt.py
graph_utils.py		graph_utils.py
hpc.py		hpc.py
hpc_utils.py		hpc_utils.py
run_clm.py		run_clm.py
run_clm_from_scratch.py		run_clm_from_scratch.py
sequence_hopfield.ipynb		sequence_hopfield.ipynb
sequence_hopfield_utils.py		sequence_hopfield_utils.py
statistical_learning_utils.py		statistical_learning_utils.py
story_utils.py		story_utils.py