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seq2seq

seq2seqで正弦波を予測してみた

実行例

python train.py in20_out40 --input_len 20 --output_len 40

長さ20の正弦波から長さ40の正弦波を予測する(epoch数は100)

in20_out40.png


python train.py in20_out40_epochs_1000 --input_len 20 --output_len 40 --epochs 1000

epoch数を1000回に増やしてみた

in20_out40_epochs_1000.png


python train.py in20_out40_epochs_500_noise --input_len 20 --output_len 40 --epochs 500 --noise

入力にノイズありの正弦波

in20_out40_epochs_500_noise.png

参考

https://github.com/bentrevett/pytorch-seq2seq/blob/master/1%20-%20Sequence%20to%20Sequence%20Learning%20with%20Neural%20Networks.ipynb

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seq2seqで正弦波を予測してみた

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