TimeInf
Time series data contribution via influence functions
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- solver-checkpoint.py
- solver.cpython-312.pyc
- data_loader-checkpoint.py
- __init__.cpython-312.pyc
- data_loader.cpython-312.pyc
- __init__.py
- data_loader.py
- AnomalyTransformer-checkpoint.py
- attn-checkpoint.py
- embed-checkpoint.py
- __init__.cpython-312.pyc
- AnomalyTransformer.cpython-312.pyc
- attn.cpython-312.pyc
- embed.cpython-312.pyc
- __init__.py
- AnomalyTransformer.py
- attn.py
- embed.py
- logger-checkpoint.py
- utils-checkpoint.py
- __init__.cpython-312.pyc
- utils.cpython-312.pyc
- __init__.py
- logger.py
- utils.py
- solver.py
- data_preprocess-checkpoint.py
- C-1_test.pkl
- C-1_test_label.pkl
- C-1_train.pkl
- C-2_test.pkl
- C-2_test_label.pkl
- C-2_train.pkl
- D-14_test.pkl
- D-14_test_label.pkl
- D-14_train.pkl
- D-15_test.pkl
- D-15_test_label.pkl
- D-15_train.pkl
- D-16_test.pkl
- D-16_test_label.pkl
- D-16_train.pkl
- F-4_test.pkl
- F-4_test_label.pkl
- F-4_train.pkl
- F-5_test.pkl
- F-5_test_label.pkl
- F-5_train.pkl
- F-7_test.pkl
- F-7_test_label.pkl
- F-7_train.pkl
- F-8_test.pkl
- F-8_test_label.pkl
- F-8_train.pkl
- M-1_test.pkl
- M-1_test_label.pkl
- M-1_train.pkl
- M-2_test.pkl
- M-2_test_label.pkl
- M-2_train.pkl
- M-3_test.pkl
- M-3_test_label.pkl
- M-3_train.pkl
- M-4_test.pkl
- M-4_test_label.pkl
- M-4_train.pkl
- M-5_test.pkl
- M-5_test_label.pkl
- M-5_train.pkl
- M-6_test.pkl
- M-6_test_label.pkl
- M-6_train.pkl
- M-7_test.pkl
- M-7_test_label.pkl
- M-7_train.pkl
- P-10_test.pkl
- P-10_test_label.pkl
- P-10_train.pkl
- P-11_test.pkl
- P-11_test_label.pkl
- P-11_train.pkl
- P-14_test.pkl
- P-14_test_label.pkl
- P-14_train.pkl
- P-15_test.pkl
- P-15_test_label.pkl
- P-15_train.pkl
- S-2_test.pkl
- S-2_test_label.pkl
- S-2_train.pkl
- T-12_test.pkl
- T-12_test_label.pkl
- T-12_train.pkl
- T-13_test.pkl
- T-13_test_label.pkl
- T-13_train.pkl
- T-4_test.pkl
- T-4_test_label.pkl
- T-4_train.pkl
- T-5_test.pkl
- T-5_test_label.pkl
- T-5_train.pkl
- T-8_test.pkl
- T-8_test_label.pkl
- T-8_train.pkl
- T-9_test.pkl
- T-9_test_label.pkl
- T-9_train.pkl
- A-1_test.pkl
- A-1_test_label.pkl
- A-1_train.pkl
- A-2_test.pkl
- A-2_test_label.pkl
- A-2_train.pkl
- A-3_test.pkl
- A-3_test_label.pkl
- A-3_train.pkl
- A-4_test.pkl
- A-4_test_label.pkl
- A-4_train.pkl
- A-5_test.pkl
- A-5_test_label.pkl
- A-5_train.pkl
- A-6_test.pkl
- A-6_test_label.pkl
- A-6_train.pkl
- A-7_test.pkl
- A-7_test_label.pkl
- A-7_train.pkl
- A-8_test.pkl
- A-8_test_label.pkl
- A-8_train.pkl
- A-9_test.pkl
- A-9_test_label.pkl
- A-9_train.pkl
- B-1_test.pkl
- B-1_test_label.pkl
- B-1_train.pkl
- D-11_test.pkl
- D-11_test_label.pkl
- D-11_train.pkl
- D-12_test.pkl
- D-12_test_label.pkl
- D-12_train.pkl
- D-13_test.pkl
- D-13_test_label.pkl
- D-13_train.pkl
- D-1_test.pkl
- D-1_test_label.pkl
- D-1_train.pkl
- D-2_test.pkl
- D-2_test_label.pkl
- D-2_train.pkl
- D-3_test.pkl
- D-3_test_label.pkl
- D-3_train.pkl
- D-4_test.pkl
- D-4_test_label.pkl
- D-4_train.pkl
- D-5_test.pkl
- D-5_test_label.pkl
- D-5_train.pkl
- D-6_test.pkl
- D-6_test_label.pkl
- D-6_train.pkl
- D-7_test.pkl
- D-7_test_label.pkl
- D-7_train.pkl
- D-8_test.pkl
- D-8_test_label.pkl
- D-8_train.pkl
- D-9_test.pkl
- D-9_test_label.pkl
- D-9_train.pkl
- E-10_test.pkl
- E-10_test_label.pkl
- E-10_train.pkl
- E-11_test.pkl
- E-11_test_label.pkl
- E-11_train.pkl
- E-12_test.pkl
- E-12_test_label.pkl
- E-12_train.pkl
- E-13_test.pkl
- E-13_test_label.pkl
- E-13_train.pkl
- E-1_test.pkl
- E-1_test_label.pkl
- E-1_train.pkl
- E-2_test.pkl
- E-2_test_label.pkl
- E-2_train.pkl
- E-3_test.pkl
- E-3_test_label.pkl
- E-3_train.pkl
- E-4_test.pkl
- E-4_test_label.pkl
- E-4_train.pkl
- E-5_test.pkl
- E-5_test_label.pkl
- E-5_train.pkl
- E-6_test.pkl
- E-6_test_label.pkl
- E-6_train.pkl
- E-7_test.pkl
- E-7_test_label.pkl
- E-7_train.pkl
- E-8_test.pkl
- E-8_test_label.pkl
- E-8_train.pkl
- E-9_test.pkl
- E-9_test_label.pkl
- E-9_train.pkl
- F-1_test.pkl
- F-1_test_label.pkl
- F-1_train.pkl
- F-2_test.pkl
- F-2_test_label.pkl
- F-2_train.pkl
- F-3_test.pkl
- F-3_test_label.pkl
- F-3_train.pkl
- G-1_test.pkl
- G-1_test_label.pkl
- G-1_train.pkl
- G-2_test.pkl
- G-2_test_label.pkl
- G-2_train.pkl
- G-3_test.pkl
- G-3_test_label.pkl
- G-3_train.pkl
- G-4_test.pkl
- G-4_test_label.pkl
- G-4_train.pkl
- G-6_test.pkl
- G-6_test_label.pkl
- G-6_train.pkl
- G-7_test.pkl
- G-7_test_label.pkl
- G-7_train.pkl
- P-1_test.pkl
- P-1_test_label.pkl
- P-1_train.pkl
- P-3_test.pkl
- P-3_test_label.pkl
- P-3_train.pkl
- P-4_test.pkl
- P-4_test_label.pkl
- P-4_train.pkl
- P-7_test.pkl
- P-7_test_label.pkl
- P-7_train.pkl
- R-1_test.pkl
- R-1_test_label.pkl
- R-1_train.pkl
- S-1_test.pkl
- S-1_test_label.pkl
- S-1_train.pkl
- T-1_test.pkl
- T-1_test_label.pkl
- T-1_train.pkl
- T-2_test.pkl
- T-2_test_label.pkl
- T-2_train.pkl
- T-3_test.pkl
- T-3_test_label.pkl
- T-3_train.pkl
- machine-1-1_test.pkl
- machine-1-1_test_label.pkl
- machine-1-1_train.pkl
- machine-1-2_test.pkl
- machine-1-2_test_label.pkl
- machine-1-2_train.pkl
- machine-1-3_test.pkl
- machine-1-3_test_label.pkl
- machine-1-3_train.pkl
- machine-1-4_test.pkl
- machine-1-4_test_label.pkl
- machine-1-4_train.pkl
- machine-1-5_test.pkl
- machine-1-5_test_label.pkl
- machine-1-5_train.pkl
- machine-1-6_test.pkl
- machine-1-6_test_label.pkl
- machine-1-6_train.pkl
- machine-1-7_test.pkl
- machine-1-7_test_label.pkl
- machine-1-7_train.pkl
- machine-1-8_test.pkl
- machine-1-8_test_label.pkl
- machine-1-8_train.pkl
- machine-2-1_test.pkl
- machine-2-1_test_label.pkl
- machine-2-1_train.pkl
- machine-2-2_test.pkl
- machine-2-2_test_label.pkl
- machine-2-2_train.pkl
- machine-2-3_test.pkl
- machine-2-3_test_label.pkl
- machine-2-3_train.pkl
- machine-2-4_test.pkl
- machine-2-4_test_label.pkl
- machine-2-4_train.pkl
- machine-2-5_test.pkl
- machine-2-5_test_label.pkl
- machine-2-5_train.pkl
- machine-2-6_test.pkl
- machine-2-6_test_label.pkl
- machine-2-6_train.pkl
- machine-2-7_test.pkl
- machine-2-7_test_label.pkl
- machine-2-7_train.pkl
- machine-2-8_test.pkl
- machine-2-8_test_label.pkl
- machine-2-8_train.pkl
- machine-2-9_test.pkl
- machine-2-9_test_label.pkl
- machine-2-9_train.pkl
- machine-3-10_test.pkl
- machine-3-10_test_label.pkl
- machine-3-10_train.pkl
- machine-3-11_test.pkl
- machine-3-11_test_label.pkl
- machine-3-11_train.pkl
- machine-3-1_test.pkl
- machine-3-1_test_label.pkl
- machine-3-1_train.pkl
- machine-3-2_test.pkl
- machine-3-2_test_label.pkl
- machine-3-2_train.pkl
- machine-3-3_test.pkl
- machine-3-3_test_label.pkl
- machine-3-3_train.pkl
- machine-3-4_test.pkl
- machine-3-4_test_label.pkl
- machine-3-4_train.pkl
- machine-3-5_test.pkl
- machine-3-5_test_label.pkl
- machine-3-5_train.pkl
- machine-3-6_test.pkl
- machine-3-6_test_label.pkl
- machine-3-6_train.pkl
- machine-3-7_test.pkl
- machine-3-7_test_label.pkl
- machine-3-7_train.pkl
- machine-3-8_test.pkl
- machine-3-8_test_label.pkl
- machine-3-8_train.pkl
- machine-3-9_test.pkl
- machine-3-9_test_label.pkl
- machine-3-9_train.pkl
- data_preprocess.py
- solver-checkpoint.py
- solver.cpython-312.pyc
- data_loader-checkpoint.py
- __init__.cpython-310.pyc
- __init__.cpython-312.pyc
- __init__.cpython-39.pyc
- data_loader.cpython-310.pyc
- data_loader.cpython-312.pyc
- data_loader.cpython-39.pyc
- __init__.py
- data_loader.py
- LSTM-checkpoint.py
- __init__.cpython-310.pyc
- __init__.cpython-312.pyc
- __init__.cpython-39.pyc
- AnomalyTransformer.cpython-310.pyc
- AnomalyTransformer.cpython-39.pyc
- attn.cpython-310.pyc
- attn.cpython-39.pyc
- embed.cpython-310.pyc
- embed.cpython-39.pyc
- LSTM.cpython-310.pyc
- LSTM.cpython-312.pyc
- LSTM.cpython-39.pyc
- __init__.py
- LSTM.py
- solver.py
- solver.py
- detectors.py
- main_NAB.py
- main_PSM.py
- main_SMAP_MSL.py
- main_SMD.py
- main_SWAT.py
- figure.jpg
- __init__.cpython-312.pyc
- abstract_model.cpython-312.pyc
- hidden_markov_model.cpython-312.pyc
- __init__.py
- abstract_model.py
- hidden_markov_model.py
- potts.py
- __init__.py
- lwcv.py
- utils.py
- ekfac_anomaly_detection.ipynb
- ekfac_transformer.ipynb
- lwcv_hmm.ipynb
- dataset.py
- experiment_point_removal.py
- utils_eval.py
- blackbox_timeinf.ipynb
- linear_timeinf.ipynb
- nonparam_timeinf.ipynb
- transformer_tracin.ipynb
- _init_.py
- anomaly_detection.py
- linear_influence.py
- nonparametric_influence.py
- utils.py
- LICENSE
- README.md
- requirements.txt
- setup.py
# Use via CDN
jsDelivrjsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.
Command Glossary
Commands referenced in this DOCs, explained below.
conda activate
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conda activate
Activate a conda environment.
See also: `conda deactivate`.
conda activate myenv
Activate an existing environment named `myenv`:
conda activate {{path/to/myenv}}
Activate an existing environment located at custom path:
conda activate --stack myenv
Stack `myenv` environment on top of a previous environment making libraries/commands/variables from both accessible:
conda create
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conda create
Create new conda environments.
conda create {{[-y|--yes]}} {{[-n|--name]}} py39 python=3.9 "numpy>=1.11" scipy
Create a new environment named `py39`, install Python 3.9, NumPy v1.11 or above in it, and the latest stable version of SciPy. Say yes to all confirmations:
conda create {{[-n|--name]}} myenv --file {{file1.yml}} --file {{file2.yml}}
Create a new environment named `myenv` and install packages listed in files:
conda create {{[-p|--prefix]}} {{path/to/myenv}}
Create a new environment at a custom path (i.e. prefix):
git clone
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git clone
Clone an existing repository.
git clone {{remote_repository_location}} {{path/to/directory}}
Clone an existing repository into a new directory (the default directory is the repository name):
git clone --recursive {{remote_repository_location}}
Clone an existing repository and its submodules:
git clone {{[-n|--no-checkout]}} {{remote_repository_location}}
Clone only the `.git` directory of an existing repository:
pip install
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pip install
Install Python packages.
pip install {{package1 package2 ...}}
Install one or more packages:
pip install {{package1 package2 ...}} {{[-U|--upgrade]}}
Upgrade all specified packages to the latest version, installing any that are not already present:
pip install {{package}}=={{version}}
Install a specific version of a package:
