GitHub - CellerCity/TimeSeries_Anomaly_Detection

Datasets used

From mTSBench:- (13)

From TSB-AD-M: (3)

Name		Name	Last commit message	Last commit date
Benchmark_exps		Benchmark_exps
TSB_AD		TSB_AD
__pycache__		__pycache__
compiled_results		compiled_results
.gitignore		.gitignore
README.md		README.md
SMD_summary.csv		SMD_summary.csv
average_combos.py		average_combos.py
average_methods.py		average_methods.py
requirements.txt		requirements.txt
run_ablation.ps1		run_ablation.ps1
run_ablation.sh		run_ablation.sh
smd_all_summary.csv		smd_all_summary.csv
smd_bidir_c512_h128_mse.csv		smd_bidir_c512_h128_mse.csv
smd_bwd_c512_h128_mse.csv		smd_bwd_c512_h128_mse.csv
smd_c512_h128_all.csv		smd_c512_h128_all.csv
smd_fwd_c512_h128_interval.csv		smd_fwd_c512_h128_interval.csv
smd_fwd_c512_h128_mse.csv		smd_fwd_c512_h128_mse.csv
smd_sweep.csv		smd_sweep.csv
tfrbench_loading.ipynb		tfrbench_loading.ipynb
timesFM_all_combos.py		timesFM_all_combos.py
timesFM_backward.py		timesFM_backward.py
timesFM_bidirectional.py		timesFM_bidirectional.py
timesFM_modularised.py		timesFM_modularised.py
timesFM_tfrbench_zeroshot.py		timesFM_tfrbench_zeroshot.py
toto_all_combos.py		toto_all_combos.py
toto_backward.py		toto_backward.py
toto_bidirectional.py		toto_bidirectional.py
visualize_timesfm.ipynb		visualize_timesfm.ipynb
visualize_toto.ipynb		visualize_toto.ipynb