DANCE/CoDaS@Snowmass 2022 computational and data science software training
from
Tuesday 19 July 2022 (08:30)
to
Saturday 23 July 2022 (13:00)
Monday 18 July 2022
Tuesday 19 July 2022
08:30
Scientific Python Ecosystem
-
Henry Fredrick Schreiner
(
Princeton University
)
Scientific Python Ecosystem
Henry Fredrick Schreiner
(
Princeton University
)
08:30 - 10:30
We will cover techniques and common concerns in making fast scientific Python code. The topics we expect to cover: * Using numpy effectively * Using numba to get machine level performance from Python * Using a tensor library like JAX * Basics of multithreading
11:00
Scientific Python Ecosystem
-
Henry Fredrick Schreiner
(
Princeton University
)
Scientific Python Ecosystem
Henry Fredrick Schreiner
(
Princeton University
)
11:00 - 13:00
In this section we will cover developing a Python Package. * Environment setup and handling * Package configuration with PEP 621 and hatchling * Using pytest effectively * Static checks * Setting up Continuous Integration
Wednesday 20 July 2022
08:30
Analysis Grand Challenge / HEP Scientific Python Ecosystem
-
Lindsey Gray
(
Fermi National Accelerator Lab. (US)
)
Mason Proffitt
(
University of Washington (US)
)
Henry Fredrick Schreiner
(
Princeton University
)
Analysis Grand Challenge / HEP Scientific Python Ecosystem
Lindsey Gray
(
Fermi National Accelerator Lab. (US)
)
Mason Proffitt
(
University of Washington (US)
)
Henry Fredrick Schreiner
(
Princeton University
)
08:30 - 10:30
11:00
Analysis Grand Challenge / HEP Scientific Python Ecosystem
-
Lindsey Gray
(
Fermi National Accelerator Lab. (US)
)
Henry Fredrick Schreiner
(
Princeton University
)
Mason Proffitt
(
University of Washington (US)
)
Analysis Grand Challenge / HEP Scientific Python Ecosystem
Lindsey Gray
(
Fermi National Accelerator Lab. (US)
)
Henry Fredrick Schreiner
(
Princeton University
)
Mason Proffitt
(
University of Washington (US)
)
11:00 - 13:00
Thursday 21 July 2022
08:30
Theory of Neural Networks
-
Christopher Tunnell
(
Rice University
)
Theory of Neural Networks
Christopher Tunnell
(
Rice University
)
08:30 - 10:30
11:00
Convolutional Neural Networks
-
Christopher Tunnell
(
Rice University
)
Convolutional Neural Networks
Christopher Tunnell
(
Rice University
)
11:00 - 13:00
Friday 22 July 2022
08:30
Probabalistic Reconstruction with Bayesian networks
-
Christina Peters
(
University of Delaware
)
Probabalistic Reconstruction with Bayesian networks
Christina Peters
(
University of Delaware
)
08:30 - 10:30
11:00
pyhf: pure-python HistFactory for hypothesis testing and limit setting
-
Giordon Holtsberg Stark
(
University of California,Santa Cruz (US)
)
Matthew Feickert
(
University of Wisconsin Madison (US)
)
pyhf: pure-python HistFactory for hypothesis testing and limit setting
Giordon Holtsberg Stark
(
University of California,Santa Cruz (US)
)
Matthew Feickert
(
University of Wisconsin Madison (US)
)
11:00 - 13:00
Saturday 23 July 2022
08:30
Make a WIMP Limit in Pure Python
-
Christopher Tunnell
(
Rice University
)
Amy Roberts
(
University of Colorado Denver
)
Make a WIMP Limit in Pure Python
Christopher Tunnell
(
Rice University
)
Amy Roberts
(
University of Colorado Denver
)
08:30 - 10:30
11:00
NEST: Noble Element Simulation Technique for Ar/Xe
-
Matthew Szydagis
(
University at Albany
)
NEST: Noble Element Simulation Technique for Ar/Xe
Matthew Szydagis
(
University at Albany
)
11:00 - 13:00
(Note: DUNE people should like this as well as DM people)
Parallel Session
Parallel Session
11:00 - 13:00