code:Fixed some parametes
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533ff212c3
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4f60ce183c
@ -75,31 +75,31 @@ def main(args):
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# Skip
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# Skip
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rls_data_s, _ = lmdk_bgt.skip_cont(seq, lmdks, eps_out)
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rls_data_s, _ = lmdk_bgt.skip_cont(seq, lmdks, eps_out)
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mae_s[i] += (lmdk_bgt.mae_cont(rls_data_s)/args.iter)*100
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mae_s[i] += mae_cont(rls_data_s)/args.iter
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rls_data_s_sel, _ = lmdk_bgt.skip_cont(seq, lmdks_sel, eps_out)
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rls_data_s_sel, _ = lmdk_bgt.skip_cont(seq, lmdks_sel, eps_out)
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mae_s_sel[i] += (lmdk_bgt.mae_cont(rls_data_s_sel)/args.iter)*100
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mae_s_sel[i] += mae_cont(rls_data_s_sel)/args.iter
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# Uniform
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# Uniform
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rls_data_u, _ = lmdk_bgt.uniform_cont(seq, lmdks, eps_out)
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rls_data_u, _ = lmdk_bgt.uniform_cont(seq, lmdks, eps_out)
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mae_u[i] += (lmdk_bgt.mae_cont(rls_data_u)/args.iter)*100
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mae_u[i] += mae_cont(rls_data_u)/args.iter
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rls_data_u_sel, _ = lmdk_bgt.uniform_cont(seq, lmdks_sel, eps_out)
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rls_data_u_sel, _ = lmdk_bgt.uniform_cont(seq, lmdks_sel, eps_out)
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mae_u_sel[i] += (lmdk_bgt.mae_cont(rls_data_u_sel)/args.iter)*100
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mae_u_sel[i] += mae_cont(rls_data_u_sel)/args.iter
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# Adaptive
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# Adaptive
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rls_data_a, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks, eps_out, .5, .5)
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rls_data_a, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks, eps_out, .5, .5)
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mae_a[i] += (lmdk_bgt.mae_cont(rls_data_a)/args.iter)*100
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mae_a[i] += mae_cont(rls_data_a)/args.iter
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rls_data_a_sel, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks_sel, eps_out, .5, .5)
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rls_data_a_sel, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks_sel, eps_out, .5, .5)
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mae_a_sel[i] += (lmdk_bgt.mae_cont(rls_data_a_sel)/args.iter)*100
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mae_a_sel[i] += mae_cont(rls_data_a_sel)/args.iter
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# Calculate once
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# Calculate once
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if pct == lmdks_pct[0]:
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if pct == lmdks_pct[0]:
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# Event
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# Event
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rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
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rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
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mae_evt += (lmdk_bgt.mae_cont(rls_data_evt)/args.iter)*100
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mae_evt += mae_cont(rls_data_evt)/args.iter
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elif pct == lmdks_pct[-1]:
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elif pct == lmdks_pct[-1]:
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# User
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# User
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rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
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rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
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mae_usr += (lmdk_bgt.mae_cont(rls_data_usr)/args.iter)*100
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mae_usr += mae_cont(rls_data_usr)/args.iter
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plt.axhline(
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plt.axhline(
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y = mae_evt,
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y = mae_evt,
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@ -70,21 +70,21 @@ def main(args):
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# Skip
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# Skip
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rls_data_s, _ = lmdk_bgt.skip_cons(seq, lmdks, eps_out)
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rls_data_s, _ = lmdk_bgt.skip_cons(seq, lmdks, eps_out)
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mae_s[i] += (lmdk_bgt.mae_cons(seq, rls_data_s)/args.iter)*100
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mae_s[i] += (lmdk_bgt.mae_cons(seq, rls_data_s)/args.iter
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rls_data_s_sel, _ = lmdk_bgt.skip_cons(seq, lmdks_sel, eps_out)
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rls_data_s_sel, _ = lmdk_bgt.skip_cons(seq, lmdks_sel, eps_out)
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mae_s_sel[i] += (lmdk_bgt.mae_cons(seq, rls_data_s_sel)/args.iter)*100
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mae_s_sel[i] += lmdk_bgt.mae_cons(seq, rls_data_s_sel)/args.iter
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# Uniform
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# Uniform
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rls_data_u, _ = lmdk_bgt.uniform_cons(seq, lmdks, eps_out)
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rls_data_u, _ = lmdk_bgt.uniform_cons(seq, lmdks, eps_out)
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mae_u[i] += (lmdk_bgt.mae_cons(seq, rls_data_u)/args.iter)*100
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mae_u[i] += lmdk_bgt.mae_cons(seq, rls_data_u)/args.iter
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rls_data_u_sel, _ = lmdk_bgt.uniform_cons(seq, lmdks_sel, eps_out)
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rls_data_u_sel, _ = lmdk_bgt.uniform_cons(seq, lmdks_sel, eps_out)
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mae_u_sel[i] += (lmdk_bgt.mae_cons(seq, rls_data_u_sel)/args.iter)*100
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mae_u_sel[i] += lmdk_bgt.mae_cons(seq, rls_data_u_sel)/args.iter
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# Adaptive
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# Adaptive
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rls_data_a, _, _ = lmdk_bgt.adaptive_cons(seq, lmdks, eps_out, .5, .5)
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rls_data_a, _, _ = lmdk_bgt.adaptive_cons(seq, lmdks, eps_out, .5, .5)
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mae_a[i] += (lmdk_bgt.mae_cons(seq, rls_data_a)/args.iter)*100
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mae_a[i] += lmdk_bgt.mae_cons(seq, rls_data_a)/args.iter
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rls_data_a_sel, _, _ = lmdk_bgt.adaptive_cons(seq, lmdks_sel, eps_out, .5, .5)
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rls_data_a_sel, _, _ = lmdk_bgt.adaptive_cons(seq, lmdks_sel, eps_out, .5, .5)
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mae_a_sel[i] += (lmdk_bgt.mae_cons(seq, rls_data_a_sel)/args.iter)*100
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mae_a_sel[i] += lmdk_bgt.mae_cons(seq, rls_data_a_sel)/args.iter
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# Calculate once
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# Calculate once
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if pct == lmdks_pct[0]:
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if pct == lmdks_pct[0]:
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