profjsb
Astro prof @ UC Berkeley; CTO & co-founder of Wise.io, acquired by GE Digital (former VP of Data & Analytics). Kinda into ML for science & Python in general.
UC BerkeleyBerkeley, CA
Pinned Repositories
deepCR
Deep Learning Based Cosmic Ray Removal for Astronomical Images
doiit
Send ChatCPT chat to Figshare and get a DOI
gaiadr2_viz
Visualization of some Gaia DR2 data
ML-timeseries-platform
Machine Learning Platform for Scientific Timeseries Analysis
ml_course
"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019
python-bootcamp
Python Bootcamp docs and lectures (UC Berkeley)
python-seminar
Python for Data Science (Seminar Course at UC Berkeley; AY 250)
ScienceWithPython
Some links and docs related to Josh Bloom's SciPy2012 Keynote (20 July 2012)
timedomain-taxonomy
Open, versioned taxonomy for astronomical time-series sources
skyportal
Collaborative platform for time-domain astronomy
profjsb's Repositories
profjsb/python-bootcamp
Python Bootcamp docs and lectures (UC Berkeley)
profjsb/ScienceWithPython
Some links and docs related to Josh Bloom's SciPy2012 Keynote (20 July 2012)
profjsb/ml_course
"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019
profjsb/ML-timeseries-platform
Machine Learning Platform for Scientific Timeseries Analysis
profjsb/gaiadr2_viz
Visualization of some Gaia DR2 data
profjsb/jubatus
Framework and Library for Distributed Online Machine Learning
profjsb/ctu2015
CTU2015 material
profjsb/bootcamp
profjsb/bootcamp2012
profjsb/hebel
GPU-Accelerated Deep Learning Library in Python
profjsb/python-crunchbase
A python library for the crunchbase api
profjsb/AstroHackWeek2016
Materials for the 2016 Astro Hack Week
profjsb/astrometry-paper
profjsb/convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
profjsb/cubism
Cubism.js: A JavaScript library for time series visualization.
profjsb/DL4NLP
Deep Learning for NLP resources
profjsb/FlexibleObserving
TDA at Keck Observatory
profjsb/gitignore
A collection of useful .gitignore templates
profjsb/heart_rhythm_attentive_rnn
❤️📱 Heart rhythm classification from mobile event recorder data using attentive neural networks.
profjsb/IrregularTimeSeriesAutoencoderPaper
profjsb/kids-koding
profjsb/ml-examples
Examples of some building and using of machine learning with the wise.io platform
profjsb/modified_theano_tutorials
profjsb/OverFeat
profjsb/pairitel_reduction_pipeline
Codes to reduce PAIRITEL data.
profjsb/period_luminosity_relation_fitting
Python codes that use a Bayesian linear regression fitting method to simultaneous fit multi-band period--luminosity relations (originally for RR Lyrae stars, but easily adapted to Cepheids). Also includes analysis scripts that collate the data and make plots to allow interpretation and continued experimentation.
profjsb/periodogram
Unified implementation for period-finding in astronomical time series
profjsb/pyia
a Python package for working with data from the Gaia mission
profjsb/python-bayeux-client
A simple python bayeux client that connects to server using Bayeux protocol and allows for users to receive data published by the server
profjsb/python_marketo
Python interface to marketo rest api