Pinned Repositories
cesium
Machine Learning Time-Series Platform
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.
GraphLasso.jl
Julia implementation of graphical lasso algorithm for sparse l1-penalized precision matrix estimation.
IrregularTimeSeriesAutoencoderPaper
keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
keras-extras
Extra batteries for Keras
python-seminar
Python Seminar Course at UC Berkeley (AY 250)
timeflow
Deep learning resources and example notebooks
bnaul's Repositories
bnaul/cesium
Machine Learning Time-Series Platform
bnaul/python-seminar
Python Seminar Course at UC Berkeley (AY 250)
bnaul/cesium_web_classic
Web application for machine-learning on time-series data
bnaul/dask_keras
Examples of dask/distributed for parallelizing keras tasks
bnaul/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
bnaul/keras-extras
Extra batteries for Keras
bnaul/selective-inference
Python software for selective inference
bnaul/bnaul.github.io
bnaul/char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
bnaul/choldate
Somewhat fast updating and downdating of Cholesky factors in Python
bnaul/chorogrid
A python script to produce choropleths and colored square- and hex-grid maps
bnaul/dask-searchcv
Tools for performing hyperparameter search with Scikit-Learn and Dask
bnaul/DeepLearningBook
MIT Deep Learning Book in PDF format
bnaul/deeptweet
Collection of scripts for creating your own deep learning Twitter bot.
bnaul/gatspy
General tools for Astronomical Time Series in Python
bnaul/h5netcdf
Pythonic interface to netCDF4 via h5py
bnaul/keras-tqdm
Keras integration with TQDM progress bars
bnaul/LSSTC-DSFP-Sessions
For computing/programming/statistical resources compiled by LSSTC Data Science Fellows
bnaul/pyeeg
Python + EEG/MEG = PyEEG
bnaul/regreg
A multi-algorithm Python framework for regularized regression
bnaul/scikit-learn-wheels
bnaul/scipy_proceedings
Tools used to generate the SciPy conference proceedings
bnaul/skflow
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
bnaul/sparse_stein_cov
Code/publication figures for sparse Steinian covariance estimator
bnaul/sphinx-markdown-test
Repo for testing Sphinx with RST & Markdown
bnaul/tflearn
Deep learning library featuring a higher-level API for TensorFlow.
bnaul/tornado
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.