FedML-AI/FedML

How to convert other type of data into fednlp type?

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#400 opened on Jul 21, 2022

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Description

Hello, I'm tryng to utilize fednlp to do some experiment which need to use other dataset as input, I tried to understand how to read example dataset but I don't know how to convert my dataset into required type. Can you give some tips or documents?

Contributor guide

Research direction
Look for FedNLP data conversion examples in the repository's documentation or examples folder, and check the FedML documentation on data preprocessing.
Tech stack
python
Domain
aimachine learning
Issue type
Documentation
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
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Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
80