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lines changed Original file line number Diff line number Diff line change @@ -25,23 +25,32 @@ Project Ideas
2525We currently have the following project ideas:
2626
2727- `Save and Load Models to ONNX format <onnx_save_load.md>_ `
28+
2829 - Allow for DFFML to save trained models in the Open Neural Network Exchange
2930 format. This will help users easily deploy models.
3031 - Begineer
3132 - 175 hours
33+
3234- `Time-Series Forecasting and Anomaly Detection <forecasting.md>_ `
35+
3336 - Give users of DFFML forecasting capabilties. Allow them to predict the
3437 future! Work with time stamped data to train models and make predictions.
3538 - Begineer
3639 - 350 hours
40+
3741- `Implementing AutoML <automl.md>_ `
42+
3843 - Implement hyperparameter tuners, best model selection via grid search and
3944 or other means, automated feature engineering by modifying dataflows.
4045 - Intermediate to Difficult
4146 - 350 hours
42- - `<dataflow_event_types.md>_ `
47+
48+ - `Refactor of DataFlows to Include Event Type <dataflow_event_types.md>_ `
49+
4350 - Refactor the :py:func: `dffml.high_level.run ` API (and others) to make
44- running Data Flows as dynamic as their event based content.
51+ running Data Flows as dynamic as their event based content. This will let us
52+ use Data Flows "all the way down", paving the way for us to provide
53+ unprecedented levels of configurability to users.
4554 - Difficult
4655 - 350 hours
4756
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