A Julia package for fitting (statistical) mixed-effects models
created at March 29, 2013, 9:24 p.m.
Unicode tokeniser. Ucto tokenizes text files: it separates words from punctuation, and splits sentences. It offers several other basic preprocessing steps such as changing case that you can all use to make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation. Ucto comes with tokenisation rules for several languages and can be easily extended to suit other languages. It has been incorporated for tokenizing Dutch text in Frog, our Dutch morpho-syntactic processor. http://ilk.uvt.nl/ucto --
created at March 26, 2013, 11:16 a.m.
Predicting job salaries from ads - a Kaggle competition
created at Feb. 20, 2013, 7:27 p.m.
Hyper-parameter optimization for sklearn
created at Feb. 19, 2013, 4:09 p.m.
python-timbl, originally developed by Sander Canisius, is a Python extension module wrapping the full TiMBL C++ programming interface. With this module, all functionality exposed through the C++ interface is also available to Python scripts. Being able to access the API from Python greatly facilitates prototyping TiMBL-based applications.
created at Feb. 11, 2013, 11:07 a.m.
A set of functions to support the development of machine learning algorithms
created at Feb. 10, 2013, 3:50 p.m.
IPython notebooks for EEG/MEG data processing using mne-python
created at Jan. 27, 2013, 9:42 a.m.
PredictionIO, a machine learning server for developers and ML engineers.
created at Jan. 25, 2013, 7:42 p.m.
Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters
created at Jan. 16, 2013, 6:33 a.m.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
created at Jan. 14, 2013, 3:46 p.m.
Julia implementation of Decision Tree (CART) and Random Forest algorithms
created at Jan. 14, 2013, 1:29 a.m.
Code for Allen Downey's book Think Complexity, published by O'Reilly Media.
created at Jan. 8, 2013, 3:03 p.m.