theano
https://github.com/theano/theano
Python
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
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- Issues
- error installing Theano (virtualEnv with python 3.7, running on Ubuntu 20)
- Dgemm Import Error
- ValueError: GpuElemwise.Input dimension mis-match.
- TypeError: ('Keyword argument not understood:', 'border_mode')
- Remove dependency on nose (port to pytest)
- output_dim is not a field
- 0.8.x
- Cannot convert a symbolic Tensor in theano.scan
- Out of memory when compiling posterior
- Switching from Theano 1.0.0 to TensorFlow 2.2 (both using Keras) causes exponentially growing loss and stagnant accuracy
- Docs
- Python not yet supported