James Bergstra's repositories
pyautodiff
Automatic differentiation for NumPy
TheanoConv3d2d
A Conv3D implementation for Theano based on Conv2d, so that it works on GPU
scikit-learn
scikit-learn main repo
python-benchmarks
A set of benchmark problems and implementations for Python
HPOlib-hpconvnet
A wrapper for James Bergstras hyperopt convnet
hyperopt-dbn
Moved to http://github.com/jaberg/hyperopt-nnet
lazycontract
Python library to define declarative contracts for serialization and deserialization
nengo_decl
Declarative Nengo syntax
nengo_theano
Python implementations of the NEF API
python-benchmarks-pyopencl
PyOpenCL implementations for python-benchmarks
scipy-conference
Base Conference Materials
scipy_proceedings
Tools used to generate the SciPy conference proceedings
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
theano_workspace
workspace idea for theano