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Published 20 hours ago • verified publisher icon JosephKJ
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MAML and Reptile sine wave regression example in PyTorch

MAML and Reptile in PyTorch

This repository includes the Sine wave experiment with MAML and Reptile.

Run

python main.py --run=MAML
python main.py --run=Reptile

Tested on

Python 3.7.4
PyTorch 1.3.1

Results

Loss after 30000 iterations
---------------------------
MAML: 0.058
REPTILE: 0.048

MAML: MAML

Reptile: Reptile

Adapted from

John Schulman's GIST

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verified publisher icon JosephKJ

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MAML and Reptile sine wave regression example in PyTorch

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