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
- Digamma function always executed in double precision on GPU?
- Confusing error message when target=None
- Strange behaviour using theano.In
- Rop should return 0 on non-dependent nodes.
- CUDNN_STATUS_EXECUTION_FAILED when using dnn.conv.algo_bwd_filter=deterministic
- Add new feature from numpy 1.13
- Extend DiffOp so it allows to take gradients of multidimensional inputs
- Feature Request : Gumbel Softmax
- use twice Lop to get Rop by default
- Rop is now Obsolete for Graph based Autodiff
- Docs
- Python not yet supported