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bertomartin's Projects

data-science-ipython-notebooks icon 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.

data-science-utils icon data-science-utils

Some wrappers around python modules for simplifying the data exploration process.

db_sync icon db_sync

Rails gem for exporting tables from production into development

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

dci-sample icon dci-sample

A sample application illustrating the Data Context Interaction paradigm (in Ruby)

ddd-flask-example icon ddd-flask-example

A terse example of DDD-inspired architecture using Flask and SQLAlchemy/MongoDB as storage options.

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

deeplearningmovies icon deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

devbox icon devbox

Gogobot development box (Chef + Vagrant)

digit-classifier icon digit-classifier

A single handwritten digit classifier, using the MNIST dataset. Implemented through Artificial Neural Networks in python.

discourse icon discourse

Discourse - A platform for community discussion. Free, open, simple.

dl4nlp icon dl4nlp

Deep Learning for NLP resources

docbook icon docbook

Sample code and Vagrant files for O'Reilly Docker cookbook

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