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sandy4321's Projects

linear_regression_live icon linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

lisa_intern icon lisa_intern

Experiments with conditional computation, NCE and Hierarchical softmax using Theano and Pylearn2 (in Python)

lists icon lists

The definitive list of lists (of lists) curated on GitHub

literature icon literature

Data mining, mostly medline. Text mining. Network based analyses.

lme4 icon lme4

Mixed-effects models in R using S4 classes and methods with RcppEigen

lmfm icon lmfm

Factorization Machine in Python, trained using Alternating Least Squares

local-order icon local-order

Implementation for measuring local order of time series

locality-sensitive-hashing icon locality-sensitive-hashing

Experimental implementation of the paper 'Locality-Sensitive Hashing of Curves' published by A. Driemel and F. Silvestri

locfdr-python icon locfdr-python

Python implementation of Efron, Turnbull, and Narasimhan's R function locfdr v1.1-7, which computes local false discovery rates. See http://cran.r-project.org/web/packages/locfdr/ for more information.

lodrecsys-datasets icon lodrecsys-datasets

Here, we provide mappings to DBpedia resources of items in well known datasets to evaluate recommender systems. This can allows practitioners in the field to evaluate and compare their algorithms with existing approaches.

logistic icon logistic

Experimental logistic regression code supporting multiple result categories, many levels of categorical modeling variables, good optimization, L2 regularization and more.

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