Graham Mueller's repositories
cython_tutorial
this is going to be a non-shit tutorial on how to use eigen C++ library with python to speed up nonparametric bayesian methods
BDA_py_demos
Bayesian Data Analysis demos for Python
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes
Deep-Spying
Spying using Smartwatch and Deep Learning
DeepConvLSTM
Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers
deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs
install-emr
Installation script and instructions for setting up Tessera environment on Amazon Elastic MapReduce
mitie-trainer
Model Training tool for MITIE
motif_experiments
experiments with RNNs for motif discovery in time series.
multiscale_graph
Browser based analytics for time series of graphs at multiple scales
neuraltalk
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
notes-on-dirichlet-processes
:game_die: IPython notebooks explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation
physical-web
The Physical Web: walk up and use anything
qbox-blog-code
Code reference from my Qbox blog posts.
question_classification
Experiments on question classification using recurrent neural networks
social-sandbox
social sandbox
spark-hdfs-tika
spark hdfs tika
stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
streamingwordclouds
When I think of predictive analytics, I think of word clouds. When I think of realtime analytics, I think of streaming word clouds. This projects brings realtime analytics to the forefront of Data Science by using the streaming twitter API to generate real-time word clouds.
theano_lstm
:microscope: Nano size Theano LSTM module
TSBN_code_NIPS2015
The Matlab Code and the Supplementary Material for the NIPS 2015 paper "Deep Temporal Sigmoid Belief Networks for Sequence Modeling"