James Bergstra (jaberg)

jaberg

Geek Repo

Company:kindred.ai

Location:Toronto ON

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Organizations
Theano

James Bergstra's repositories

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

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skdata

Data sets for machine learning in Python

pyautodiff

Automatic differentiation for NumPy

TheanoConv3d2d

A Conv3D implementation for Theano based on Conv2d, so that it works on GPU

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scikit-learn

scikit-learn main repo

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pyro

Deep universal probabilistic programming with Python and PyTorch

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Theano

Various development branches of Theano/Theano

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dotfiles

My dotfiles

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python-benchmarks

A set of benchmark problems and implementations for Python

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HPOlib-hpconvnet

A wrapper for James Bergstras hyperopt convnet

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hyperopt-dbn

Moved to http://github.com/jaberg/hyperopt-nnet

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lazycontract

Python library to define declarative contracts for serialization and deserialization

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nengo

Reference implementation of the Nengo API in Python

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nengo_decl

Declarative Nengo syntax

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nengo_ocl

OpenCL-based simulator for Nengo neural models

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nengo_theano

Python implementations of the NEF API

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pykit

Backend compiler for high-level typed code with first-class support for multi-dimensional arrays, objects and complex numbers.

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pyrallel

Experimental parallel data analysis toolkit.

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python-benchmarks-pyopencl

PyOpenCL implementations for python-benchmarks

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scipy-conference

Base Conference Materials

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scipy_proceedings

Tools used to generate the SciPy conference proceedings

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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

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theano_workspace

workspace idea for theano

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