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Clean pipeline using Neuraxle #33

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guillaume-chevalier opened this issue Jan 6, 2020 · 0 comments
Open

Clean pipeline using Neuraxle #33

guillaume-chevalier opened this issue Jan 6, 2020 · 0 comments
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enhancement

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@guillaume-chevalier
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Should do something that looks like this to clean the project by using Neuraxle:

deep_learning_seq_classif_pipeline = EpochRepeater(Pipeline([
    TrainOnlyWrapper(DataShuffler(seed=42)),
    MiniBatchSequentialPipeline([
        ForEachDataInput(Pipeline([
            ToNumpy(np_dtype=np.float32),
            DefaultValuesFiller(0.0),
        ])),
        ClassificationLSTM(n_stacked=2, n_residual=3),
    ], batch_size=32),
]), epochs=200, fit_only=True)

Where the ClassificationLSTM class contains the actual TensorFlow Code.
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@guillaume-chevalier