turian
Deep learning, NLP, audio AI 🧑🔬 Postdoc under Bengio 🧑🎓 ACL 10 Year Test of Time Award (lead author) 🌟 when art meets science... 👩🎤
Berlin + New York
Pinned Repositories
common
Common Python library, especially for text processing and controlling experimental runs
crfchunking-with-wordrepresentations
Train a CRF for syntactic chunking (CoNLL2000), and use word representations
kea-service
KEA 5.0 (keyphrase extraction software), modified to be an XML-RPC service
neural-language-model
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
pytextpreprocess
Preprocess text for NLP (tokenizing, lowercasing, stemming, sentence splitting, etc.)
random-indexing-wordrepresentations
Induce word representations using random indexing (RI)
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)
stanford-pos-tagger-service
XML-RPC version of the Stanford POS tagger
textSNE
2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point
topia.termextract
Updates to Zope's keyphrase extractor (forked from 1.1.0)
turian's Repositories
turian/neural-language-model
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
turian/crfchunking-with-wordrepresentations
Train a CRF for syntactic chunking (CoNLL2000), and use word representations
turian/parser-model
A neural network with a sparse input, for predicting decisions of a natural language syntax parser.
turian/osqa
OSQA branch, with some fixes
turian/pytc-example
Example code for pytc (Python TokyoCabinet API)
turian/simple-twitter-similarity
Didactic example of information retrieval, computing the similarity of two twitter users
turian/flann-1.2
Fork of FLANN 1.2, Fast Library for Approximate Nearest Neighbors
turian/query-classification-with-word-representations
KDDCup 2005 query classification with word representations
turian/doubleblind
Django project to do blind testing and figure out which of your friends post things you actually like
turian/wordrepresentations-hmm
HMM model for word representations, using the method of Huang + Yates (2009).
turian/language-model-linear
A neural language model, intended to produce embeddings for a linear classifier
turian/blogofile
A static file blog engine/compiler, inspired by jekyll
turian/lisadiary
A bliki (blog+wiki) compiler, inspired by ikiwiki
turian/pycrunchbase
Python methods to interact with the Crunchbase API v1.
turian/writing-collaboration
An article about scientific collaboration
turian/query-categorization-with-word-representations
KDDCup 2005 query classification with word representations