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## mysql_cheat_sheet.md

      
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                chaohuang
                / mysql_cheat_sheet.md
            
            
              Created
              March 18, 2021 22:37
                — forked from bradtraversy/mysql_cheat_sheet.md
            
              
                MySQL Cheat Sheet
              
          
    MySQL Cheat Sheet


Help with SQL commands to interact with a MySQL database

MySQL Locations


Mac             /usr/local/mysql/bin
Windows         /Program Files/MySQL/MySQL version/bin
Xampp           /xampp/mysql/bin

Add mysql to your PATH


## WRWD.py
from collections import defaultdict
from keras.callbacks import Callback

class WRWDScheduler(Callback):
    """Warm restart scheduler for optimizers with decoupled weight decay

    This Keras callback should be used with TensorFlow optimizers
    with decoupled weight decay, such as tf.contrib.opt.AdamWOptimizer
    or tf.contrib.opt.MomentumWOptimizer. Warm restarts include
    cosine annealing with periodic restarts for both learning rate
	from collections import defaultdict
	from keras.callbacks import Callback

	class WRWDScheduler(Callback):
	"""Warm restart scheduler for optimizers with decoupled weight decay

	This Keras callback should be used with TensorFlow optimizers
	with decoupled weight decay, such as tf.contrib.opt.AdamWOptimizer
	or tf.contrib.opt.MomentumWOptimizer. Warm restarts include
	cosine annealing with periodic restarts for both learning rate