UAV-PFL

Code for the paper: UAV-assisted online machine learning over multi-tiered networks: A hierarchical nested personalized federated learning approach.

Name		Name	Last commit message	Last commit date
Shared_ML_code		Shared_ML_code
data		data
drl_plots		drl_plots
drl_results		drl_results
geo_optim_chars		geo_optim_chars
ml_plots		ml_plots
optim_plots		optim_plots
plots		plots
.gitignore		.gitignore
README.md		README.md
drl_downtime.py		drl_downtime.py
dset_plotter.py		dset_plotter.py
fl_only.py		fl_only.py
fl_only_ext.py		fl_only_ext.py
fl_only_ext_debug.py		fl_only_ext_debug.py
fl_only_ext_org.py		fl_only_ext_org.py
fl_vs_pfl_compare_plots.py		fl_vs_pfl_compare_plots.py
fl_vs_pfl_main.py		fl_vs_pfl_main.py
fo_pfl_only.py		fo_pfl_only.py
fo_pfl_only_ext.py		fo_pfl_only_ext.py
geo_optim.py		geo_optim.py
geo_optim_greed.py		geo_optim_greed.py
geo_optim_greed_alphas.py		geo_optim_greed_alphas.py
geo_optim_greed_freq.py		geo_optim_greed_freq.py
geo_optim_plotter.py		geo_optim_plotter.py
geo_optim_plotter_avg.py		geo_optim_plotter_avg.py
geo_optim_plotter_greed.py		geo_optim_plotter_greed.py
geo_optim_plotter_greed_alphas.py		geo_optim_plotter_greed_alphas.py
geo_optim_plotter_greed_freq.py		geo_optim_plotter_greed_freq.py
gop_greed_both.py		gop_greed_both.py
hf_pfl_only.py		hf_pfl_only.py
hf_pfl_only_ext.py		hf_pfl_only_ext.py
hf_pfl_only_ext_debug.py		hf_pfl_only_ext_debug.py
ml_replotter.py		ml_replotter.py
multiprocess_ex.py		multiprocess_ex.py
multiprocess_ex_working.py		multiprocess_ex_working.py
noniid_perf_0.5.png		noniid_perf_0.5.png
noniid_perf_1.5.png		noniid_perf_1.5.png
noniid_perf_1.png		noniid_perf_1.png
noniid_perf_2.5.png		noniid_perf_2.5.png
noniid_perf_2.png		noniid_perf_2.png
old_comments.txt		old_comments.txt
poc_energy_calc.py		poc_energy_calc.py
quick_DRL_test.py		quick_DRL_test.py
recompute.py		recompute.py
replot_DRL_checker.py		replot_DRL_checker.py

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