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 >=3.8
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 >=3.8
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

This version

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

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-0.0.69.tar.gz (1.3 MB view details)

Uploaded Source

Built Distribution

tdub-0.0.69-py3-none-any.whl (75.5 kB view details)

Uploaded Python 3

File details

Details for the file tdub-0.0.69.tar.gz.

File metadata

  • Download URL: tdub-0.0.69.tar.gz
  • Upload date:
  • Size: 1.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.7

File hashes

Hashes for tdub-0.0.69.tar.gz
Algorithm Hash digest
SHA256 c01f838368b5168ad9b14b87279b547bc670ed9d9009481828a329e7a4aee30b
MD5 618477e03b3e40adee643f24bfa431dc
BLAKE2b-256 6989c0be24cc426441aea82e1db3c4536a0f31481181ba4829e72c7035db4db1

See more details on using hashes here.

File details

Details for the file tdub-0.0.69-py3-none-any.whl.

File metadata

  • Download URL: tdub-0.0.69-py3-none-any.whl
  • Upload date:
  • Size: 75.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/52.0.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.7

File hashes

Hashes for tdub-0.0.69-py3-none-any.whl
Algorithm Hash digest
SHA256 425aff7cc3d35ba4392116bac156a97f9d1f9fb395cf506c01cd1e9efa9a6e8d
MD5 15fb80355d7f9b5ada1e2d1fa84151a9
BLAKE2b-256 3721605e6c7ae9e3203171a21a64c0d6d78cdb3f2364d570927658dbbeb83e49

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