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

This version

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-0.0.57.tar.gz (1.3 MB view details)

Uploaded Source

Built Distribution

tdub-0.0.57-py3-none-any.whl (67.3 kB view details)

Uploaded Python 3

File details

Details for the file tdub-0.0.57.tar.gz.

File metadata

  • Download URL: tdub-0.0.57.tar.gz
  • Upload date:
  • Size: 1.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.50.0 CPython/3.8.6

File hashes

Hashes for tdub-0.0.57.tar.gz
Algorithm Hash digest
SHA256 24173969d2aae43b9ac7e0d88fba95e2f27e3665547bf2f24b02f1442163dae2
MD5 27f514d101bc14213d3a11284ada0817
BLAKE2b-256 6b840670c14606812ffdf8c9681e4bf1f0d93e5450777882833078234d3aeb74

See more details on using hashes here.

File details

Details for the file tdub-0.0.57-py3-none-any.whl.

File metadata

  • Download URL: tdub-0.0.57-py3-none-any.whl
  • Upload date:
  • Size: 67.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.50.0 CPython/3.8.6

File hashes

Hashes for tdub-0.0.57-py3-none-any.whl
Algorithm Hash digest
SHA256 0da946f7f70e12def0a1d18d4598819e39150186260f624540d4f46f15766706
MD5 23ee5ce180a9fd16438b136591ae55da
BLAKE2b-256 f0cbde3a802ce1367c6a9eda433ab1385027762ce8bcdccc780ce32fac3d147b

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