├── .DS_Store ├── .ipynb_checkpoints ├── BIRCH-checkpoint.ipynb ├── Efficiently using the Python InfluxDB Client with Pandas-checkpoint.ipynb ├── Generate_Time_Series-checkpoint.ipynb ├── Getting_Started_with_InfluxDB_and_Pandas-checkpoint.ipynb ├── Getting_Started_with_InfluxDB_and_Python-checkpoint.ipynb └── Getting_Started_with_Jupyter_and_Flux-checkpoint.ipynb ├── Anomaly_Detection ├── .DS_Store ├── .ipynb_checkpoints │ └── Median_Absolute_Deviation-checkpoint.ipynb ├── Multiple_time_series │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── BIRCH-checkpoint.ipynb │ │ ├── KMEANS-checkpoint.ipynb │ │ └── Median_Absolute_Deviation-checkpoint.ipynb │ ├── BIRCH.ipynb │ ├── KMEANS.ipynb │ ├── Median_Absolute_Deviation.ipynb │ └── sample_data │ │ ├── BIRCH.csv │ │ ├── KMEANS.csv │ │ └── MAD.csv ├── README.md └── Single_time_series │ ├── .ipynb_checkpoints │ ├── AutoregressionAD-checkpoint.ipynb │ ├── LevelShiftAD-checkpoint.ipynb │ ├── Quantile-checkpoint.ipynb │ ├── SeasonalAD-checkpoint.ipynb │ └── Untitled-checkpoint.ipynb │ ├── AutoregressionAD.ipynb │ ├── LevelShiftAD.ipynb │ ├── SeasonalAD.ipynb │ └── sample_data │ └── sample-data.csv ├── FlightSQL_Pandas.ipynb ├── Forecasting ├── .ipynb_checkpoints │ ├── FBProphet-checkpoint.ipynb │ ├── Holts_Method-checkpoint.ipynb │ └── LSTM-checkpoint.ipynb ├── FBProphet.ipynb ├── Holts_Method.ipynb ├── Kats_GM_RNN.ipynb ├── LSTM.ipynb ├── README.md ├── models │ └── pretrained_daily_rnn.p └── sample_data │ ├── BTC_sm_nc.csv │ ├── Prophet.csv │ ├── close_data.csv │ └── poop.csv ├── Generate_Time_Series.ipynb ├── Getting_Started_with_InfluxDB_and_Pandas.ipynb ├── Getting_Started_with_InfluxDB_and_Python.ipynb ├── Getting_Started_with_Jupyter_and_Flux.ipynb ├── README.md ├── img ├── ArturSuilin_validation.png └── credentials.png └── requirements.txt /.DS_Store: -------------------------------------------------------------------------------- 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