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passage

A little library for text analysis with RNNs.

phrases

powergraph

PowerGraph: A framework for large-scale machine learning and graph computation.

projects

🪐 End-to-end NLP workflows from prototype to production

pvdm

Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

py-rbm

Restricted Boltzmann Machines

pybloomfiltermmap

Fast Python Bloom Filter using Mmap

pylearn2

A Machine Learning library based on Theano

pystanforddependencies

Python interface for converting Penn Treebank trees to Stanford Dependencies and Universal Depenencies

python-blosc

A Python wrapper for the extremely fast Blosc compression library

python-ftfy

Given Unicode text, make its representation consistent and possibly less broken.

python-libffm

A Python wrapper for the libffm library.

pythonobjectlm

Python implementation of Object Language Model with Cython fast training.

pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

ram

Recurrent Models of Visual Attention (RAM) with Chainer

reg

rsm

Topic analysis using RSM or PVDM.

sample-churn-predictor

Sample for building a churn prediction model with GraphLab Create

sample-movie-recommender

Sample for building a movie recommender with GraphLab Create.

scipy2013-cython-tutorial

semanticvector

Word embedding approach based on a dynamic log-linear model

sent-analysis

sentencepiece

sframe

SFrame: Scalable tabular and graph data-structures built for out-of-core data analysis and machine learning.

shark-rb

Shark C++ library bindings in Ruby implementing uBlas vectors & matrices, Shark RBMs, Neural-Nets, PCA, and more.

sif

sentence embedding by Smooth Inverse Frequency weighting scheme

sim-shootout

Code for "Performance shootout between nearest-neighbour libraries": http://radimrehurek.com/2013/11/performance-shootout-of-nearest-neighbours-intro

simplelda-r

a simple R implementation of variational inference for LDA

sme

spark-sframe

This project contains the code to translate between Apache Spark and SFrame.