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jacky168's Projects

prefixspan-py icon prefixspan-py

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

proxalgs icon proxalgs

Proximal algorithms and operators in python

proximal icon proximal

Sample implementations of proximal operators

proximalsolver icon proximalsolver

First-order proximal optimization algorithms for non-smooth problems

proximal_methods icon proximal_methods

Simple python implementation of proximal methods for non-smooth convex optimization in machine learning

pyibp icon pyibp

NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)

pykinect2 icon pykinect2

Wrapper to expose Kinect for Windows v2 API in Python

pynpb icon pynpb

Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).

pyprox icon pyprox

Proximal algorithms made easy in Python

pysparnn icon pysparnn

Approximate Nearest Neighbor Search for Sparse Data in Python!

pytron icon pytron

Trust Region Newton optimization in Python

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

resnet1d icon resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

sofia-ml icon sofia-ml

Automatically exported from code.google.com/p/sofia-ml

sparseconvnet icon sparseconvnet

Spatially-sparse convolutional networks. Allows processing of sparse 2, 3 and 4 dimensional data.Build CNNs on the square/cubic/hypercubic or triangular/tetrahedral/hyper-tetrahedral lattices.

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