Sentiment Classification using Word Sense Disambiguation
created at Feb. 2, 2012, 7:40 a.m.
Applied Machine Learning in Python with scikit-learn
created at July 2, 2011, 3:30 p.m.
Crab - A recommendation engine library for Python
created at Oct. 11, 2010, 3:56 a.m.
SciPy tutorials. This is outdated, check out scipy-lecture-notes
created at April 20, 2014, 4:43 a.m.
A collection of image segmentation algorithms based on diffusion methods
created at April 20, 2014, 4:42 a.m.
Topic Modeling the Sarah Palin emails.
created at March 27, 2014, 7:49 p.m.
Homegrown analysis of Prospect Theory: Math, turkers and python =)
created at May 24, 2014, 5:27 p.m.
Paper source, analysis notebook, and data generation/analysis scripts for diginorm paper
created at May 15, 2012, 3:54 a.m.
Hyper-parameter optimization for sklearn
created at Feb. 19, 2013, 4:09 p.m.
Text and supporting code for Think Stats, 2nd Edition
created at July 15, 2014, 4:03 a.m.
Biologically-Inspired and Machine Learning Algorithms written in Python
created at March 5, 2015, 11:14 p.m.
An intuitive library to add plotting functionality to scikit-learn objects.
created at Feb. 4, 2017, 6:22 a.m.
Python package for consolidated and extensive Univariate,Bivariate Data Analysis and Visualization catering to both categorical and continuous datasets.
created at July 30, 2016, 2:49 p.m.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
created at Jan. 23, 2015, 7:38 p.m.