Life Long Learning for Handwritten Digits

A course final report that build a handwritten digits dataset, and present life long learning on this dataset. Please refer to this document for more details.

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
__pycache__		__pycache__
cmd_out		cmd_out
data/csv_files		data/csv_files
draw_fig		draw_fig
ewc_logs		ewc_logs
final_program		final_program
new_draw		new_draw
no_ewc_cmd_out		no_ewc_cmd_out
no_ewc_logs		no_ewc_logs
resnet_logs		resnet_logs
.gitignore		.gitignore
README.md		README.md
avg.py		avg.py
config.py		config.py
dataset.py		dataset.py
draw_fig.sh		draw_fig.sh
elastic_weight_consolidation.py		elastic_weight_consolidation.py
estimate.py		estimate.py
final_report.pdf		final_report.pdf
out_avg_results.json		out_avg_results.json
results.numbers		results.numbers
run_train.sh		run_train.sh
run_train_no_ewc.sh		run_train_no_ewc.sh
split_train_test.py		split_train_test.py
split_train_val.ipynb		split_train_val.ipynb
train_kfold.py		train_kfold.py
train_no_ewc.py		train_no_ewc.py
train_resnet.py		train_resnet.py
utils.py		utils.py
未命名.numbers		未命名.numbers

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