Gradient Descent in a Nutshell - Towards Data Science
Resilient Backpropagation (Rprop) for Batch-Learning in TensorFlow
Ciprian Florescu, Christian Igel
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- Machine learningA field of computer science enabling computers to learn.
- RMSpropUnpublished but widely-known gradient descent optimization algorithm for mini-batch learning of neural networks.
- Stochastic gradient descent (SGD)Gradient-based optimization algorithm used in machine learning and deep learning for training artificial neural networks.
- Artificial neural networkA computational model biologically inspired network of artificial neurons applied in computers to execute specific tasks
- Deep learningBranch of machine learning based on learning data representations.
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