piskvorky/data_science_python

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Created about 9 years ago
Updated over 8 years ago

piskvorky/data_science_python

piskvorky

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Source code for the "Practical Data Science in Python" tutorial

gensim

Topic Modelling for Humans

smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

sqlitedict

Persistent dict, backed by sqlite3 and pickle, multithread-safe.

gensim-data

Data repository for pretrained NLP models and NLP corpora.

bounter

Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.

word_embeddings

Code for the blog post "Making Sense of Word2vec"

gensim-simserver

[NO LONGER MAINTAINED AS OPEN SOURCE - USE SCALETEXT.COM INSTEAD]

topic_modeling_tutorial

Instructions & code for the EuroPython 2014 training session "Topic Modeling for Fun and Profit"

sim-shootout

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

sparsesvd

Python wrapper around SVDLIBC, a fast library for sparse Singular Value Decomposition

PredatorPrey

Boid flocking model in OpenGL

VectRast

Bitmaps to vectors for Elastomania

pazpar2

gensim-wheels

Repository to build and test Gensim wheels