theano
2 episodes mention this concept
lexfridmanOct 8, 2019The Genesis and Evolution of Keras: From Niche RNN Tool to TensorFlow's Core API
TechnologyKerasTensorFlowTheanoCaffe
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 theano across episodes.
- long short-term memory (lstm)
- blocks (deep learning library)
- pymc3 (probabilistic programming)
- backpropagation
- in-place operations
- tensorflow
- directed acyclic graph (dag)
- softmax function
- convolutional neural networks (cnns)
- natural language processing (nlp)
- graph optimization
- tensorflow (for comparison)
- shared variables
- numerical stability
- scikit-learn
- lasagne
- element-wise operations
- cross-entropy loss
- gradient descent
- gpu acceleration