Batch, epoch, SGD, learning-curves, backpropagation

https://machinelearningmastery.com/using-learning-rate-schedules-deep-learning-models-python-keras/

https://machinelearningmastery.com/difference-between-a-batch-and-an-epoch/

https://machinelearningmastery.com/implement-backpropagation-algorithm-scratch-python/

https://machinelearningmastery.com/gentle-introduction-mini-batch-gradient-descent-configure-batch-size/

https://machinelearningmastery.com/how-to-control-the-speed-and-stability-of-training-neural-networks-with-gradient-descent-batch-size/

https://machinelearningmastery.com/learning-curves-for-diagnosing-machine-learning-model-performance/

 

 有图有真相

https://towardsdatascience.com/estimating-optimal-learning-rate-for-a-deep-neural-network-ce32f2556ce0

https://www.cnblogs.com/yymn/articles/9292942.html