GitHub - ellie-as/sequence-continual-learning

Consolidation and continual learning

Code for simulations in Chapter Four of my thesis.

Tested with transformers 4.35.0.dev0.

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
Analyse generated sequences.ipynb		Analyse generated sequences.ipynb
Basic continual learning results.ipynb		Basic continual learning results.ipynb
CL effect of samples.png		CL effect of samples.png
CL effect of temperature 1.png		CL effect of temperature 1.png
Generative vs experience replay.ipynb		Generative vs experience replay.ipynb
Items variant of sleep schedule results.ipynb		Items variant of sleep schedule results.ipynb
README.md		README.md
Sleep schedule results.ipynb		Sleep schedule results.ipynb
average_type_breakdown_by_temp_with_sem.png		average_type_breakdown_by_temp_with_sem.png
continual_learning_utils.py		continual_learning_utils.py
grid_environment_utils.py		grid_environment_utils.py
loc_type_breakdown_by_temp.png		loc_type_breakdown_by_temp.png
location_breakdown_by_temp.png		location_breakdown_by_temp.png
mean_acc_change_sample.png		mean_acc_change_sample.png
mean_acc_change_temp.png		mean_acc_change_temp.png
replay_results_imagined_1102_final.csv		replay_results_imagined_1102_final.csv
results_exp_vs_gen_final.csv		results_exp_vs_gen_final.csv
run_clm.py		run_clm.py
testing_utils.py		testing_utils.py
two_task_grouped_bar_final.png		two_task_grouped_bar_final.png
word_freq_results_imagined_final.pkl		word_freq_results_imagined_final.pkl
word_freq_results_imagined_v2.pkl		word_freq_results_imagined_v2.pkl