Radim Řehůřek

Topic Modelling for Humans

Gensim is a Python library for topic modelling and document similarity over large text collections, it streams corpora instead of loading them into memory and includes word2vec, LDA, and LSA implementations.

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

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

Code for the blog post "Making Sense of Word2vec"

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

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

Data repository for pretrained NLP models and NLP corpora.

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

[NO LONGER MAINTAINED AS OPEN SOURCE - USE SCALETEXT.COM INSTEAD]

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

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

Boid flocking model in OpenGL

Fast Library for Approximate Nearest Neighbors

Web mining module for Python

No description.

Bitmaps to vectors for Elastomania

Repository to build and test Gensim wheels

No description.

Fast random access of gzip files in Python

Kibi is a friendly - kept in sync - Kibana fork which add support for joins across indexes and external sources, tabbed navigation interface and more

MITIE: library and tools for information extraction

Numfocus Google Summer of Code Materials

Deep recommender models using PyTorch.

Deep Learning for humans

temporary fix for https://github.com/scikit-learn/scikit-learn/issues/6186

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

Chrome extension for full text history search!

Fast Style Transfer in TensorFlow ⚡🖥🎨🖼

Code for "Learning to Generate Reviews and Discovering Sentiment"

A social media assistant.

DAFSA-based dictionary-like read-only objects for Python. Based on `dawgdic` C++ library.

gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

Repository for OpenCV's extra modules

Fast Python Bloom Filter using Mmap

Scripts used to setup a Spark cluster on EC2

Demo of fuzzy (nearest neighbor) search with dense data

Dexter is a framework that implements some popular algorithms and provides all the tools needed to develop any entity linking technique.

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Heuristic based boilerplate removal tool

ASKBOT is a StackOverflow-like Q&A forum, based on CNPROG.

Redis Python Client

Please use openpyxl where you can...

NumFOCUS.org Website

Line-by-line profiling for Python

A conda-smithy repository for gensim.

Benchmarks of approximate nearest neighbor libraries in Python

Industrial strength NLP with Python and Cython

Demo of random projections at BerlinBuzzwords 2015

Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

partitioned storage system based on blosc

Kalman Filter textbook using Ipython Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

No description.

Scalable Machine Learning in Scalding

A Python wrapper for the extremely fast Blosc compression library

Data Server for Topic Models

Statsmodels: statistical modeling and econometrics in Python

The src for http://solr-vs-elasticsearch.com

process MARC records from Python