keras_callback_slack

keras custom callback for slack

Installation

$ pip install keras-callback-slack

Usage

from keras_callback_slack import SlackNotifications

slack_notification = SlackNotifications(
    'WEBHOOK_URL', token='TOKEN', channel='CHANNEL', attachment_image=True)

model.fit(x, y, batch_size=64, epochs=5, callbacks=[slack_notification])

Arguments

• url : string - Slack Incoming Webhook URL
• token : string(Optional) - Slack bot token This will be needed when uploading the graph.
• channel : string(Optional) - Slack channel ID The ID of the channel to which you want to upload the graph. Specify the same channel as the webhook.
• loss_metrics : list(Optional) - Loss metrics you want to monitor. ex. ['loss', 'val_loss']
• acc_metrics : list(Optional) - Acc metrics you want to monitor. ex. ['acc', 'val_acc']
• attachment_image : bool(Optional) - Whether to upload the graph.
• period : int(Optional) - Notification interval (epochs).

Example