bnaul

cesium

Machine Learning Time-Series Platform

timeflow

Deep learning resources and example notebooks

python-seminar

Python Seminar Course at UC Berkeley (AY 250)

cesium_web_classic

Web application for machine-learning on time-series data

dask_keras

Examples of dask/distributed for parallelizing keras tasks

flinchbot

Python {Twitter,Slack}bot which attempts to replicate the madness of @johnflinchbaugh. Main components are a Markov random text generator and a Google App Engine cron script that responds to mentions and posts tweets.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

keras-extras

Extra batteries for Keras

selective-inference

Python software for selective inference

bnaul.github.io

cesium_web

Cesium Web Frontend

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

choldate

Somewhat fast updating and downdating of Cholesky factors in Python

chorogrid

A python script to produce choropleths and colored square- and hex-grid maps

dask-searchcv

Tools for performing hyperparameter search with Scikit-Learn and Dask

DeepLearningBook

MIT Deep Learning Book in PDF format

doctr

A tool for automatically deploying docs from Travis CI to GitHub pages.

gatspy

General tools for Astronomical Time Series in Python

h5netcdf

Pythonic interface to netCDF4 via h5py

keras-tqdm

Keras integration with TQDM progress bars

LSSTC-DSFP-Sessions

For computing/programming/statistical resources compiled by LSSTC Data Science Fellows

PZT_GEPS

regreg

A multi-algorithm Python framework for regularized regression

scikit-learn-wheels

scipy_proceedings

Tools used to generate the SciPy conference proceedings

skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning

sparse_stein_cov

Code/publication figures for sparse Steinian covariance estimator

sphinxcontrib-openapi

OpenAPI (fka Swagger) spec renderer for Sphinx.

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tornado

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.