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

0.0.21

0.0.20

0.0.19

0.0.18

This version

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-0.0.17.tar.gz (49.6 kB view details)

Uploaded Source

Built Distribution

tdub-0.0.17-py3-none-any.whl (55.4 kB view details)

Uploaded Python 3

File details

Details for the file tdub-0.0.17.tar.gz.

File metadata

  • Download URL: tdub-0.0.17.tar.gz
  • Upload date:
  • Size: 49.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.6

File hashes

Hashes for tdub-0.0.17.tar.gz
Algorithm Hash digest
SHA256 615174715e0033c0079f690bce47236942064da2b7c98d269fc92aef273d9d75
MD5 087a2cc4df1553eeab247e1b5479a687
BLAKE2b-256 2c912229f727170581f8c02176e4d1457499ae0442d8f07219259b87f1c03c2b

See more details on using hashes here.

File details

Details for the file tdub-0.0.17-py3-none-any.whl.

File metadata

  • Download URL: tdub-0.0.17-py3-none-any.whl
  • Upload date:
  • Size: 55.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/45.1.0 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.6

File hashes

Hashes for tdub-0.0.17-py3-none-any.whl
Algorithm Hash digest
SHA256 20b33abe53d74f89390abc312df49108798738d6d0e7ca446aa9aa57c7dc98b0
MD5 bda6f1ca3c93a15877e08decd90bed55
BLAKE2b-256 b13ec13868d137f49730b1c99733f6134fc1466f1c208a9386a1011363752ecc

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