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

This version

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

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-0.0.78.tar.gz (1.3 MB view details)

Uploaded Source

Built Distribution

tdub-0.0.78-py3-none-any.whl (81.3 kB view details)

Uploaded Python 3

File details

Details for the file tdub-0.0.78.tar.gz.

File metadata

  • Download URL: tdub-0.0.78.tar.gz
  • Upload date:
  • Size: 1.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.10

File hashes

Hashes for tdub-0.0.78.tar.gz
Algorithm Hash digest
SHA256 2fb8119090ad5421f1259fad886de95851532bcb7b6e04160ec6597985921792
MD5 61946aeb5e45d1d0398c2f4ef51d9ee4
BLAKE2b-256 4a44719e35bb14f88324948efb1406c028feb75f97e57832c1dd3153f1f1d27a

See more details on using hashes here.

File details

Details for the file tdub-0.0.78-py3-none-any.whl.

File metadata

  • Download URL: tdub-0.0.78-py3-none-any.whl
  • Upload date:
  • Size: 81.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.10

File hashes

Hashes for tdub-0.0.78-py3-none-any.whl
Algorithm Hash digest
SHA256 b6df14049dfd61ec0f33ee592ef085cacfa0c1774c894e3c84ad606c4d8585a8
MD5 73d51ef67477b9b9faf9a5de5762d269
BLAKE2b-256 b31c5298c4d4857d0d32c7c151d0461986de86f0c45808391b1d759b1c37e192

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