logistic regression
2 episodes mention this concept
lexfridmanSep 27, 2016Sequence to Sequence Deep Learning: From Smart Reply to Attention Mechanisms
TechnologySequence to Sequence Learning (Seq2Seq)Recurrent Neural Networks (RNNs)Encoder-Decoder ArchitectureAttention Mechanism
lexfridmanSep 27, 2016Theano: A Symbolic Expression Compiler for Deep Learning and GPU Acceleration
TechnologyTheanoSymbolic expression compilerComputation graphAutomatic differentiation
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Related concepts
Concepts that appear alongside logistic regression across episodes.
- gpu acceleration
- blocks (deep learning library)
- beam search decoding
- backpropagation
- sequence to sequence learning (seq2seq)
- in-place operations
- directed acyclic graph (dag)
- softmax function
- graph optimization
- tensorflow (for comparison)
- shared variables
- numerical stability
- softmax
- theano
- pymc3 (probabilistic programming)
- hyperbolic tangent
- element-wise operations
- cross-entropy loss
- gradient descent
- scan (for loops in graph)