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James Bergstra's Projects

asgd icon asgd

Averaged Stochastic Gradient Descent Classifiers

classifaudio icon classifaudio

Python audio feature extraction and classification (uses Theano)

genson icon genson

A simple, experimental set of extensions to JSON syntax for specifying collections of SONs sampled from arbitrary spaces.

hollywood2 icon hollywood2

Python code to interpret the hollywood2 video dataset

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

lazycontract icon lazycontract

Python library to define declarative contracts for serialization and deserialization

logpy icon logpy

Logic Programming in Python

nengo icon nengo

Reference implementation of the Nengo API in Python

nengo_ocl icon nengo_ocl

OpenCL-based simulator for Nengo neural models

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