@@ -24,28 +24,28 @@ Project Ideas
2424
2525We currently have the following project ideas:
2626
27- - `Save and Load Models to ONNX format <onnx_save_load.md>_ `
27+ - `Save and Load Models to ONNX format <https://github.com/intel/dffml/blob/master/docs/contributing/gsoc/2022/ onnx_save_load.md >`_
2828
2929 - Allow for DFFML to save trained models in the Open Neural Network Exchange
3030 format. This will help users easily deploy models.
3131 - Begineer
3232 - 175 hours
3333
34- - `Time-Series Forecasting and Anomaly Detection <forecasting.md>_ `
34+ - `Time-Series Forecasting and Anomaly Detection <https://github.com/intel/dffml/blob/master/docs/contributing/gsoc/2022/ forecasting.md >`_
3535
3636 - Give users of DFFML forecasting capabilties. Allow them to predict the
3737 future! Work with time stamped data to train models and make predictions.
3838 - Begineer
3939 - 350 hours
4040
41- - `Implementing AutoML <automl.md>_ `
41+ - `Implementing AutoML <https://github.com/intel/dffml/blob/master/docs/contributing/gsoc/2022/ automl.md >`_
4242
4343 - Implement hyperparameter tuners, best model selection via grid search and
4444 or other means, automated feature engineering by modifying dataflows.
4545 - Intermediate to Difficult
4646 - 350 hours
4747
48- - `Refactor of DataFlows to Include Event Type <dataflow_event_types.md>_ `
48+ - `Refactor of DataFlows to Include Event Type <https://github.com/intel/dffml/blob/master/docs/contributing/gsoc/2022/ dataflow_event_types.md >`_
4949
5050 - Refactor the :py:func: `dffml.high_level.run ` API (and others) to make
5151 running Data Flows as dynamic as their event based content. This will let us
@@ -64,7 +64,7 @@ project before the end of the summer, and have more that you want to do.
6464Getting Started
6565---------------
6666
67- - Read the doc:` / contributing/index` documentation.
67+ - Read the ` Contributing < https://intel.github.io/dffml/master/ contributing/index.html >`_ documentation.
6868
6969- Get your development environment set up
7070
@@ -103,12 +103,15 @@ Getting Started
103103 - You could write a `new model <https://github.com/intel/dffml/issues/29 >`_!
104104 Models are wrappers around any machine learning implementation or library,
105105 see the
106- :doc: `new model tutorials </tutorials/models/index >`
106+ `new model tutorials
107+ <https://intel.github.io/dffml/master/tutorials/models/index.html> `_
107108 for more info. Make sure to include tests!
108109
109110 - You could write a new operation to do something! Anything! Operations to
110111 grab weather and stock data have been suggested by people as good ideas.
111- See the :doc: `Ice Cream Sales </examples/icecream_sales >` example.
112+ See the :doc: `Ice Cream Sales
113+ <https://intel.github.io/dffml/master/examples/icecream_sales.html>`_
114+ example.
112115
113116Writing your GSoC application
114117-----------------------------
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