tW analysis tools

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for ddavis from gravatar.com ddavis

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: BSD License (BSD 3-clause)
  • Author: Doug Davis
  • Maintainer: Doug Davis
  • Requires: Python >=3.7
Classifiers

Project description

tdub

Actions Status Documentation Status PyPI Python Version

tdub is a Python project for handling some downstsream steps in the ATLAS Run 2 tW inclusive cross section analysis. The project provides a simple command line interface for performing standard analysis tasks including:

  • BDT feature selection and hyperparameter optimization.
  • training BDT models on our Monte Carlo.
  • applying trained BDT models to our data and Monte Carlo.
  • generating plots from various raw sources (our ROOT files and classifier training output).
  • generating plots from the output of TRExFitter.

For potentially finer-grained tasks the API is fully documented. The API mainly provides quick and easy access to pythonic representations (i.e. dataframes or NumPy arrays) of our datasets (which of course originate from ROOT files), modularized ML tasks, and a set of utilities tailored for interacting with our specific datasets.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for ddavis from gravatar.com ddavis

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: BSD License (BSD 3-clause)
  • Author: Doug Davis
  • Maintainer: Doug Davis
  • Requires: Python >=3.7
Classifiers

Release history Release notifications | RSS feed

0.0.79

0.0.78

0.0.77

0.0.76

0.0.75

0.0.74

0.0.73

0.0.72

0.0.71

0.0.70

0.0.69

0.0.68

0.0.67

0.0.66

0.0.65

0.0.64

0.0.63

0.0.62

0.0.61

0.0.60

0.0.59

0.0.58

0.0.57

0.0.56

0.0.55

0.0.54

0.0.53

0.0.52

0.0.51

0.0.50

0.0.49

0.0.48

0.0.47

0.0.46

0.0.45

0.0.44

0.0.43

0.0.42

0.0.41

0.0.40

0.0.39

0.0.38

0.0.37

0.0.36

0.0.35

0.0.34

0.0.33

0.0.31

0.0.30

0.0.29

0.0.28

0.0.27

0.0.26

0.0.25

0.0.24

0.0.23

0.0.22

This version

0.0.21

0.0.20

0.0.19

0.0.18

0.0.17

0.0.16

0.0.15

0.0.14

0.0.13

0.0.12

0.0.10

0.0.9

0.0.8

0.0.7

0.0.6

0.0.5

0.0.4

0.0.3

0.0.2

0.0.1

0.0.1.dev12 pre-release

0.0.1.dev11 pre-release

0.0.1.dev10 pre-release

0.0.1.dev9 pre-release

0.0.1.dev8 pre-release

0.0.1.dev7 pre-release

0.0.1.dev6 pre-release

0.0.1.dev5 pre-release

0.0.1.dev4 pre-release

0.0.1.dev3 pre-release

0.0.1.dev2 pre-release

0.0.1.dev1 pre-release

0.0.1.dev0 pre-release

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

tdub-0.0.21.tar.gz (47.9 kB view details)

Uploaded Source

Built Distribution

tdub-0.0.21-py3-none-any.whl (53.6 kB view details)

Uploaded Python 3

File details

Details for the file tdub-0.0.21.tar.gz.

File metadata

  • Download URL: tdub-0.0.21.tar.gz
  • Upload date:
  • Size: 47.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.1.0 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.7.6

File hashes

Hashes for tdub-0.0.21.tar.gz
Algorithm Hash digest
SHA256 8ebf0cce2d0b6f31612ee36db80e1f4335f70d78d624a780ba3bd3378214cbfa
MD5 12629dcaed13fe537a0e28e66f13b458
BLAKE2b-256 7ec489a582521c3b1cf72bebd3c1cc0426fa48635feeb1410c3f5c40c6b6da10

See more details on using hashes here.

File details

Details for the file tdub-0.0.21-py3-none-any.whl.

File metadata

  • Download URL: tdub-0.0.21-py3-none-any.whl
  • Upload date:
  • Size: 53.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.1.0 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.7.6

File hashes

Hashes for tdub-0.0.21-py3-none-any.whl
Algorithm Hash digest
SHA256 50325e92999a5094d7037f7a0c166e97d0a60007cc11c9794d8ec28525a2cfed
MD5 28d8886942f8725da38cea72ca3c787d
BLAKE2b-256 548df3c232d8e71364ab952a6cfb2c07521865ebdb8d30319e367199e4dc24fc

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page