keras 2.1.6

Keras 2.1.6

on Python PyPI

Areas of improvement

• Bug fixes
• Documentation improvements
• Minor usability improvements

API changes

• In callback ReduceLROnPlateau, rename epsilon argument to min_delta (backwards-compatible).
• In callback RemoteMonitor, add argument send_as_json.
• In backend softmax function, add argument axis.
• In Flatten layer, add argument data_format.
• In save_model (Model.save) and load_model functions, allow the filepath argument to be a h5py.File object.
• In Model.evaluate_generator, add verbose argument.
• In Bidirectional wrapper layer, add constants argument.
• In multi_gpu_model function, add arguments cpu_merge and cpu_relocation (controlling whether to force the template model's weights to be on CPU, and whether to operate merge operations on CPU or GPU).
• In ImageDataGenerator, allow argument width_shift_range to be int or 1D array-like.

Breaking changes

This release does not include any known breaking changes.

Credits

Thanks to our 37 contributors whose commits are featured in this release:

@Dref360, @FirefoxMetzger, @Naereen, @NiharG15, @StefanoCappellini, @WindQAQ, @dmadeka, @edrogers, @eltronix, @farizrahman4u, @fchollet, @gabrieldemarmiesse, @ghostplant, @jedrekfulara, @jlherren, @joeyearsley, @johanahlqvist, @johnyf, @jsaporta, @kalkun, @lucasdavid, @masstomato, @mrlzla, @myutwo150, @nisargjhaveri, @obi1kenobi, @olegantonyan, @ozabluda, @pasky, @Planck35, @sotlampr, @souptc, @srjoglekar246, @stamate, @taehoonlee, @vkk800, @xuhdev