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-seminar
Python for Data Science (Seminar Course at UC Berkeley; AY 250)
profjsb/deepCR
Deep Learning Based Cosmic Ray Removal for Astronomical Images
profjsb/timedomain-taxonomy
Open, versioned taxonomy for astronomical time-series sources
profjsb/doiit
Send ChatCPT chat to Figshare and get a DOI
profjsb/PyAdder
Skeleton to highlight package structure
profjsb/pydocker
Python + Docker + Flask
profjsb/acai
Alert-Classifying AI for the Zwicky Transient Facility
profjsb/astrocompress
profjsb/baselayer
Fully customizable (scientific, compute-intensive) web application template
profjsb/baselayer_template_app
An example application that uses baselayer
profjsb/datahub
JupyterHubs for use by Berkeley enrolled students
profjsb/deepnets_vs
profjsb/donut-colormap
profjsb/fritz
Facilitating the Review of Interesting Transients from ZTF-II
profjsb/gpu_supersmoother
GPU-Accelerated Super Smoother Algorithm
profjsb/kubos
An open source platform for satellites
profjsb/minifyGaia
Code to shrink Gaia down to a single DB, for specific purposes (eg. astrometry)
profjsb/mltsp
Machine Learning Time-Series Platform
profjsb/my-content
profjsb/nbi
Neural Bayesian Inference for Astronomy
profjsb/nmma-standalone-api-service
profjsb/ok-client
A Python client for the OK autograding system
profjsb/PELS-VAE
Physics-Enhanced Latent Space Variational Autoencoder
profjsb/profjsb
profjsb/random-fourier-features-pytorch
Implementation of "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains" by Tancik et al.
profjsb/skyportal
Collaborative platform for time-domain astronomy
profjsb/snl
Personal implementation of Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows
profjsb/tennis_slam_pointbypoint
Point-by-point data for Grand Slams, 2011-current
profjsb/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
profjsb/ucbastro-ai-policy
Development of an Academic Code of Conduct Policy for AI in Astronomy