Deep Learning approach
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Description
Current implement for DML is based on gradient-base approach like tree-method. Any one know how to use the deep learning to implement the DML?
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Locate the existing double machine learning implementation and its gradient-based tree-method approach in the EconML repository. Define the intended deep-learning method and its acceptance criteria before implementing it, then add validation for the new approach where the existing implementation is tested.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- machine-learning, python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100