Setup

pip install canswim

Install canswim package in dev mode

pip install -e ./

Command line interface

$  python -m canswim -husage: canswim [-h] [--forecast_start_date FORECAST_START_DATE] [--new_model NEW_MODEL] [--same_data SAME_DATA] {dashboard,gatherdata,downloaddata,uploaddata,modelsearch,train,forecast}CANSWIM is a toolkit for CANSLIM style investors. Aims to complement the Simple Moving Average and other technical indicators.positional arguments:  {dashboard,gatherdata,downloaddata,uploaddata,modelsearch,train,forecast}                        Which canswim task to run: `dashboard` for stock charting and scans of recorded forecasts. 'gatherdata` to gather 3rd party stock market data and save to HF Hub. 'downloaddata` download model training and forecast                        data from HF Hub to local data storage. 'uploaddata` upload to HF Hub any interim changes to local train and forecast data. `modelsearch` to find and save optimal hyperparameters for model training. `train` for                        continuous model training. `forecast` to run forecast on stocks and upload dataset to HF Hub.options:  -h, --help            show this help message and exit  --forecast_start_date FORECAST_START_DATE                        Optional argument for the `forecast` task. Indicate forecast start date in YYYY-MM-DD format. If not specified, forecast will start from the end of the target series.  --new_model NEW_MODEL                        Optional argument for the `train` task. Whether to train a newly created model or continue training an existing pre-trained model.  --same_data SAME_DATA                        Optional argument for the `dashboard` task. Whether to reuse previously created search database (faster start time) or update with new forecast data (slower start time).NOTE: NOT FINANCIAL OR INVESTMENT ADVICE. USE AT YOUR OWN RISK.