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.
Search and filter videos based on objects that appear in them using convolutional neural networks
created at July 28, 2015, 11:48 p.m.
Pretty Tensor: Fluent Networks in TensorFlow
created at Nov. 2, 2015, 6:19 p.m.
Simple tutorials using Google's TensorFlow Framework
created at Nov. 10, 2015, 11:02 p.m.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
created at Nov. 11, 2015, 2:21 p.m.
Neural machine translation between the writings of Shakespeare and modern English using TensorFlow
created at Nov. 17, 2015, 5:58 a.m.
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
created at Nov. 18, 2015, 7:55 p.m.
Convolutional Neural Network for Text Classification in Tensorflow
created at Nov. 24, 2015, 3:43 p.m.
Implementation of "A Neural Algorithm of Artistic Style" by Tensorflow
created at Dec. 2, 2015, 2:52 a.m.
"Neural Turing Machine" in Tensorflow
created at Dec. 9, 2015, 2:22 p.m.
Generative Handwriting using LSTM Mixture Density Network with TensorFlow
created at Dec. 12, 2015, 8:12 a.m.
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
created at Dec. 25, 2015, 11:08 p.m.
Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation
created at Dec. 28, 2015, 11:13 a.m.
From the basics to slightly more interesting applications of Tensorflow
created at Feb. 3, 2016, 4:01 a.m.
Train a deep learning net with OpenStreetMap features and satellite imagery.
created at Feb. 14, 2016, 10:30 p.m.