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 networkAn artificial neural network is a computer system that is modeled after the way the human brain analyzes and processes information.
- Deep learningBranch of machine learning based on learning data representations.
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