Predicting job salaries from ads - a Kaggle competition
created at Feb. 20, 2013, 7:27 p.m.
Code for Accelerometer Biometric Competition at Kaggle
created at Aug. 1, 2013, 2:01 p.m.
Code for the CIFAR-10 competition at Kaggle, uses cuda-convnet
created at Nov. 28, 2013, 9:15 p.m.
Kaggle Submission for "Detecting Insults in Social Commentary"
created at Sept. 22, 2012, 2:16 p.m.
An implementation of Dell Zhang's solution to Wikipedia's Participation Challenge on Kaggle
created at Nov. 22, 2011, 5:38 a.m.
Code related to session at PyCon Canada 2016
created at Nov. 13, 2016, 3:15 a.m.
Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons
created at July 11, 2016, 8:25 a.m.
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
created at Nov. 27, 2014, 11:22 p.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 This is outdated, check out scipy-lecture-notes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.
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.
Biologically-Inspired and Machine Learning Algorithms written in Python
created at March 5, 2015, 11:14 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.