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.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
created at June 30, 2012, 6:39 p.m.
Notebooks and code for the book "Introduction to Machine Learning with Python"
created at May 29, 2016, 6:29 p.m.
Jupyter notebooks from the scikit-learn video series
created at April 6, 2015, 2:08 a.m.
A concise collection of classes for PHP, Python, JavaScript, Ruby and Go to calculate great circle distance, bearing, and destination from geographic coordinates
created at Nov. 20, 2014, 5:49 p.m.
Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.
created at March 19, 2014, 2:10 p.m.
Code for Allen Downey's book Think Complexity, published by O'Reilly Media.
created at Jan. 8, 2013, 3:03 p.m.
Site for a Data Science class taught by Allen Downey
created at Jan. 31, 2014, 1:46 p.m.
Recipes for using Python's pandas library
created at Dec. 21, 2013, 5:14 p.m.
IPython notebooks for EEG/MEG data processing using mne-python
created at Jan. 27, 2013, 9:42 a.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.