Andrew Carl's repositories
donatefaces
Extract faces from video clips; generate training data for pose-invariant face features
pycrowdflower
Python code for accessing the CrowdFlower API
pyrandomprojection
Random projection library for Python, converting a dictionary to low-dimensional numpy matrix
icwsm2010_tutorial
example code for "Large-scale social media analysis with Hadoop" tutorial presented at ICWSM 2010
bad-idea
Stupid Computer Vision USB Missile Launcher Hacks
pyamazon
A python library for accessing Amazon Product API
py80legsformat
In Python, read the .80 file format, for 80legs web crawl results.
random-indexing-wordrepresentations
Induce word representations using random indexing (RI)
space-time-predictive-validity
A framework for evaluating spatial-temporal imputation methods
simple-twitter-similarity
Didactic example of information retrieval, computing the similarity of two twitter users
neural-language-model
Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.
crfchunking-with-wordrepresentations
Train a CRF for syntactic chunking (CoNLL2000), and use word representations
query-classification-with-word-representations
KDDCup 2005 query classification with word representations
sparray
Sparse n-dimensional arrays in Python
wordrepresentations-hmm
HMM model for word representations, using the method of Huang + Yates (2009).
ccmpagent
ART framework 2.1.1 agent implementation using B-trust and decision trees.
pyperceptron
Dictionary Neural Netorks. Built on FANN.
python-pattern-matching-paulgb
Functional pattern matching module for python
parser-model
A neural network with a sparse input, for predicting decisions of a natural language syntax parser.
pymc_bayes_factor
Compute Bayes Factor for PyMC model selection
sexywindsurfing
automated agent for apples to apples
pymc_radon
pymc version of Gelman's radon dataset (http://www.stat.columbia.edu/~gelman/arm/examples/radon)
ppr-github-contest
Graph-theoretic approach to the Github Contest
ml-py
machine learning algorithms - a Python library