Discover turian/datasciencepatterns Open Source project

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Created almost 12 years ago
Updated almost 12 years ago

turian

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neural-language-model

Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.

Python

178

textSNE

2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point

Python

107

topia.termextract

Updates to Zope's keyphrase extractor (forked from 1.1.0)

Python

crfchunking-with-wordrepresentations

Train a CRF for syntactic chunking (CoNLL2000), and use word representations

Python

common

Common Python library, especially for text processing and controlling experimental runs

Python

kea-service

KEA 5.0 (keyphrase extraction software), modified to be an XML-RPC service

Shell

pytextpreprocess

Preprocess text for NLP (tokenizing, lowercasing, stemming, sentence splitting, etc.)

Python

random-indexing-wordrepresentations

Induce word representations using random indexing (RI)

Python

save-my-browser-tabs

Extension for Mozilla Firefox and Google Chrome to save all of your open tabs to a text file (window/tab index, URL and title of each tab)

JavaScript

stanford-pos-tagger-service

XML-RPC version of the Stanford POS tagger

Python

common-scripts

Common scripts, mainly for text processing and experimental control

Python

pyrandomprojection

Random projection library for Python, converting a dictionary to low-dimensional numpy matrix

Python

donatefaces

Extract faces from video clips; generate training data for pose-invariant face features

Python

py80legsformat

In Python, read the .80 file format, for 80legs web crawl results.

Python

fatfreecrm-ec2

Deploy FatFree CRM on EC2

Shell

scikits.learn.recipes

Recipes for scikits.learn

Python

batchtrain

Find the best model, using random hyperparameter optimization, using scikit-learn

Python

parser-model

A neural network with a sparse input, for predicting decisions of a natural language syntax parser.

Python

django-instantmessage

IM-like application for Pinax social networks (Django), that allow you to see which friends are online and chat them

simple-twitter-similarity

Didactic example of information retrieval, computing the similarity of two twitter users

pytc-example

Example code for pytc (Python TokyoCabinet API)

Python

osqa

OSQA branch, with some fixes

Python

flickorpus

flickorpus collects an image and tag corpus from flickr.

Python

biased-text-sample

Perform a biased sample of text data

Python

pycrowdflower

Python code for accessing the CrowdFlower API

wikiprep-postprocess

Postprocess XML output from wikiprep (Wikipedia preprocessor) into JSON

Python

query-classification-with-word-representations

KDDCup 2005 query classification with word representations

flann-1.2

Fork of FLANN 1.2, Fast Library for Approximate Nearest Neighbors

Python

osqa-install-webfaction

Install OSQA on webfaction

Python

wordrepresentations-hmm

HMM model for word representations, using the method of Huang + Yates (2009).

fabricrecipes

fabric recipes, primarily for deploying Ubuntu and EC2 instances.

Python

doubleblind

Django project to do blind testing and figure out which of your friends post things you actually like

Python

renderman-dexed-linux

Instructions for using the RenderMan Python API for controlling the Dexed FM synthesizer on Linux

Python

sounder

Tinder for discovering music

JavaScript

search-autocomplete

Javascript autocomplete, with MySQL/PHP backend

pyshortstringcompression

Compress short strings, using the Huffman algorithm.

audio-discrimination-crowdsource-batch

Batch processing for audio-discrimination-crowdsource

Python

inverse-audio-synthesis

Inverse audio synthesis

Python

language-model-linear

A neural language model, intended to produce embeddings for a linear classifier

pitch-detection-echonest

Pitch detection, for an audio file, using the Echonest remix API

Python

soundcloudsampler

A widget to help you quickly sample soundcloud tracks.

JavaScript

python-SimpleXMLRPCServer-permissive

A permissive version of the Python SimpleXMLRPCServer, which can correct errant XML input from the client.

Python

vworker-select-all-workers-firefox-extension

Firefox extension to select all workers in vWorker search results page

JavaScript

osqa-jsmath

jsMath support for OSQA

pycrunchbase

Python methods to interact with the Crunchbase API v1.

openl3_numpy_weights

OpenL3 audio model weights, in numpy format

transformer-fsd50k

HUBERT or wav2vec2 pretrained on FSD50K

lisadiary

A bliki (blog+wiki) compiler, inspired by ikiwiki

grab-wikipedia-abstracts

Grab all Wikipedia abstracts, in all languages

aucoder

Python

writing-collaboration

An article about scientific collaboration

audio-discrimination-crowdsource

Web service to crowd-source audio discrimination data

audiojnd

kinda-deep

sherlock-rest

A Django JSON REST API for Sherlock

Python

embeddingcache

Retrieve text embeddings, but cache them locally if we have already computed them.

Python

query-categorization-with-word-representations

KDDCup 2005 query classification with word representations

dx7render-docker

Render dx7 patches, dockerized

Dockerfile

archivebox-render

ArchiveBox blueprint for Render

batch-elki-cluster

grokmusic

Grok your music collection, and save it into a persistent format.

Python

turian/datasciencepatterns

turian

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