PyDDM - Generalized drift-diffusion models for Python

Overview

PyDDM is a simulator and modeling framework for generalized drift-diffusion models (DDM). Key features include:

  • Fast solutions for drift-diffusion models (DDM) and generalized drift-diffusion models (GDDM)
  • Easy and flexible syntax for building models
  • Arbitrary Python functions define parameters for drift rate, noise, bounds, non-decision time, and starting position
  • Graphical interface for exploring new models
  • Multiprocessor support

See the documentation, FAQs, or tutorial for more information. If you want to try it out before installing, visit the interactive online demo. See the Github Forums for help from the PyDDM community. You can also sign up for release announcements by email (a couple emails per year).

Examples

To simulate a simple DDM:

from pyddm import gddm
import matplotlib.pyplot as plt
model = gddm(drift=2, noise=1.5, bound=1.3, starting_position=.1, nondecision=.1)
plt.plot(model.solve().pdf("upper_bound"))

To fit data to a simple DDM:

import pyddm, pandas
model = pyddm.gddm(drift="driftrate", noise=1, bound="B", starting_position="x0", nondecision="ndt",
                   parameters={"driftrate": (-1, 1), 
                               "B": (.5, 2),
                               "x0": (-.5, .5),
                               "ndt": (0, .5)})
data = pandas.from_csv("your_data_here.csv")
sample = pyddm.Sample.from_pandas_dataframe(df, rt_column_name="rt", choice_column_name="correct")
model.fit(sample)

To use PyDDM's GUI to visualize a complex model with leaky integration, a constant drift rate, exponentially collapsing bounds, and a variable starting position:

import pyddm
import pyddm.plot
import numpy as np
model = pyddm.gddm(drift=lambda x,leak,driftrate : driftrate - x*leak,
                   bound=lambda t,initial_B,collapse_rate : initial_B * np.exp(-collapse_rate*t),
                   starting_position="x0",
                   parameters={"leak": (0, 2),
                               "driftrate": (-3, 3),
                               "initial_B": (.5, 1.5),
                               "collapse_rate": (0, 10),
                               "x0": (-.9, .9)})

pyddm.plot.model_gui(model) # If not using a Jupyter notebook, or...
pyddm.plot.model_gui_jupyter(model) # If using a Jupyter notebook

PyDDM Model GUI

Installation

Normally, you can install with:

$ pip install pyddm

If you are in a shared environment (e.g. a cluster), install with:

$ pip install pyddm --user

If installing from source, download the source code, extract, and do:

$ python3 setup.py install

System requirements

  • Python 3.6 or above
  • Numpy version 1.9.2 or higher
  • Scipy version 0.16.0 or higher
  • Matplotlib
  • Paranoid Scientist
  • Pathos (optional, for multiprocessing support)
  • To install from source, you will need a C compiler (If you don't already have one, the easiest way to install one may be by installing Cython.) This is not necessary if installing from pip.

Contact

For help on using PyDDM, see the Github Forums.

Please report bugs to https://github.com/mwshinn/pyddm/issues. This includes any problems with the documentation. Pull Requests for bugs are greatly appreciated.

Feature requests are currently not being accepted due to limited resources. If you implement a new feature in PyDDM, please do the following before submitting a Pull Request on Github:

  • Make sure your code is clean and well commented
  • If appropriate, update the official documentation in the docs/ directory
  • Ensure there are Paranoid Scientist verification conditions to your code
  • Write unit tests and optionally integration tests for your new feature (runtests.sh)
  • Ensure all existing tests pass

For all other questions or comments, contact m.shinn@ucl.ac.uk.

License

All code is available under the MIT license. See LICENSE.txt for more information.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for mwshinn from gravatar.com mwshinn

Credits

Author/Maintainer: Max Shinn, Norman Lam

License

MIT License (MIT)

Requires

Python >=3.6

Classifiers

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for mwshinn from gravatar.com mwshinn

Credits

Author/Maintainer: Max Shinn, Norman Lam

License

MIT License (MIT)

Requires

Python >=3.6

Classifiers

Release files for pyddm 0.9.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyddm 0.9.0
File Size Uploaded Provenance Actions
pyddm-0.9.0.tar.gz 87.9 kB Without provenance Details for pyddm-0.9.0.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for pyddm 0.9.0
File Actions
pyddm-0.9.0-cp314-cp314-win_amd64.whl 107.5 kB Without provenance CPython 3.14 CPython 3.14 Windows x86-64 Details for pyddm-0.9.0-cp314-cp314-win_amd64.whl
pyddm-0.9.0-cp314-cp314-win32.whl 105.1 kB Without provenance CPython 3.14 CPython 3.14 Windows x86-32 Details for pyddm-0.9.0-cp314-cp314-win32.whl
pyddm-0.9.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 120.1 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
pyddm-0.9.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl 117.8 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-32, Linux glibc 2.5+ x86-32 Details for pyddm-0.9.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl
pyddm-0.9.0-cp314-cp314-macosx_11_0_arm64.whl 103.9 kB Without provenance CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp314-cp314-macosx_11_0_arm64.whl
pyddm-0.9.0-cp314-cp314-macosx_10_13_x86_64.whl 104.5 kB Without provenance CPython 3.14 CPython 3.14 macOS 10.13+ x86-64 Details for pyddm-0.9.0-cp314-cp314-macosx_10_13_x86_64.whl
pyddm-0.9.0-cp313-cp313-win_amd64.whl 106.9 kB Without provenance CPython 3.13 CPython 3.13 Windows x86-64 Details for pyddm-0.9.0-cp313-cp313-win_amd64.whl
pyddm-0.9.0-cp313-cp313-win32.whl 104.7 kB Without provenance CPython 3.13 CPython 3.13 Windows x86-32 Details for pyddm-0.9.0-cp313-cp313-win32.whl
pyddm-0.9.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 119.1 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 117.8 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for pyddm-0.9.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp313-cp313-macosx_11_0_arm64.whl 103.9 kB Without provenance CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp313-cp313-macosx_11_0_arm64.whl
pyddm-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl 104.5 kB Without provenance CPython 3.13 CPython 3.13 macOS 10.13+ x86-64 Details for pyddm-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl
pyddm-0.9.0-cp312-cp312-win_amd64.whl 106.9 kB Without provenance CPython 3.12 CPython 3.12 Windows x86-64 Details for pyddm-0.9.0-cp312-cp312-win_amd64.whl
pyddm-0.9.0-cp312-cp312-win32.whl 104.7 kB Without provenance CPython 3.12 CPython 3.12 Windows x86-32 Details for pyddm-0.9.0-cp312-cp312-win32.whl
pyddm-0.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 119.1 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 117.8 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for pyddm-0.9.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp312-cp312-macosx_11_0_arm64.whl 103.8 kB Without provenance CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp312-cp312-macosx_11_0_arm64.whl
pyddm-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl 104.5 kB Without provenance CPython 3.12 CPython 3.12 macOS 10.13+ x86-64 Details for pyddm-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl
pyddm-0.9.0-cp311-cp311-win_amd64.whl 106.9 kB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details for pyddm-0.9.0-cp311-cp311-win_amd64.whl
pyddm-0.9.0-cp311-cp311-win32.whl 104.7 kB Without provenance CPython 3.11 CPython 3.11 Windows x86-32 Details for pyddm-0.9.0-cp311-cp311-win32.whl
pyddm-0.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 118.7 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 117.4 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details for pyddm-0.9.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp311-cp311-macosx_11_0_arm64.whl 103.9 kB Without provenance CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp311-cp311-macosx_11_0_arm64.whl
pyddm-0.9.0-cp311-cp311-macosx_10_9_x86_64.whl 104.4 kB Without provenance CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details for pyddm-0.9.0-cp311-cp311-macosx_10_9_x86_64.whl
pyddm-0.9.0-cp310-cp310-win_amd64.whl 106.9 kB Without provenance CPython 3.10 CPython 3.10 Windows x86-64 Details for pyddm-0.9.0-cp310-cp310-win_amd64.whl
pyddm-0.9.0-cp310-cp310-win32.whl 104.7 kB Without provenance CPython 3.10 CPython 3.10 Windows x86-32 Details for pyddm-0.9.0-cp310-cp310-win32.whl
pyddm-0.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 118.7 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 117.3 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for pyddm-0.9.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp310-cp310-macosx_11_0_arm64.whl 103.9 kB Without provenance CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp310-cp310-macosx_11_0_arm64.whl
pyddm-0.9.0-cp310-cp310-macosx_10_9_x86_64.whl 104.4 kB Without provenance CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details for pyddm-0.9.0-cp310-cp310-macosx_10_9_x86_64.whl
pyddm-0.9.0-cp39-cp39-win_amd64.whl 106.9 kB Without provenance CPython 3.9 CPython 3.9 Windows x86-64 Details for pyddm-0.9.0-cp39-cp39-win_amd64.whl
pyddm-0.9.0-cp39-cp39-win32.whl 104.7 kB Without provenance CPython 3.9 CPython 3.9 Windows x86-32 Details for pyddm-0.9.0-cp39-cp39-win32.whl
pyddm-0.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 118.5 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 117.2 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details for pyddm-0.9.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp39-cp39-macosx_11_0_arm64.whl 103.9 kB Without provenance CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp39-cp39-macosx_11_0_arm64.whl
pyddm-0.9.0-cp39-cp39-macosx_10_9_x86_64.whl 104.4 kB Without provenance CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details for pyddm-0.9.0-cp39-cp39-macosx_10_9_x86_64.whl
pyddm-0.9.0-cp38-cp38-win_amd64.whl 106.6 kB Without provenance CPython 3.8 CPython 3.8 Windows x86-64 Details for pyddm-0.9.0-cp38-cp38-win_amd64.whl
pyddm-0.9.0-cp38-cp38-win32.whl 104.4 kB Without provenance CPython 3.8 CPython 3.8 Windows x86-32 Details for pyddm-0.9.0-cp38-cp38-win32.whl
pyddm-0.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 119.9 kB Without provenance CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 118.6 kB Without provenance CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details for pyddm-0.9.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp38-cp38-macosx_11_0_arm64.whl 103.3 kB Without provenance CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details for pyddm-0.9.0-cp38-cp38-macosx_11_0_arm64.whl
pyddm-0.9.0-cp38-cp38-macosx_10_9_x86_64.whl 103.9 kB Without provenance CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details for pyddm-0.9.0-cp38-cp38-macosx_10_9_x86_64.whl
pyddm-0.9.0-cp37-cp37m-win_amd64.whl 106.6 kB Without provenance CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details for pyddm-0.9.0-cp37-cp37m-win_amd64.whl
pyddm-0.9.0-cp37-cp37m-win32.whl 104.4 kB Without provenance CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details for pyddm-0.9.0-cp37-cp37m-win32.whl
pyddm-0.9.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 119.3 kB Without provenance CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details for pyddm-0.9.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
pyddm-0.9.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 118.2 kB Without provenance CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for pyddm-0.9.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
pyddm-0.9.0-cp37-cp37m-macosx_10_9_x86_64.whl 103.9 kB Without provenance CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details for pyddm-0.9.0-cp37-cp37m-macosx_10_9_x86_64.whl

Total release size: 5.2 MB

Release files / pyddm-0.9.0.tar.gz

Download URL pyddm-0.9.0.tar.gz
Size 87.9 kB
Tags Source
SHA-256 checksum
How to use checksums 		98b971de5dcb4e490d4f72c631d9f12f9584cdabeddbb466656cf0f45fe27ffd
BLAKE2b-256 checksum
How to use checksums 		cab879c9d49936872bf598eafb2791bb845ec791c77767631fa7a12a226532da
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp314-cp314-win_amd64.whl

Download URL pyddm-0.9.0-cp314-cp314-win_amd64.whl
Size 107.5 kB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums 		b02be3995f22e408ceb45b588e47a0ea3009996bb8ebe94838fbd8f13564c6a6
BLAKE2b-256 checksum
How to use checksums 		f218887f7cddcf7d41e08dd1a669989cb1cdb0bc05bd979af27263932a1cbfde
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp314-cp314-win32.whl

Download URL pyddm-0.9.0-cp314-cp314-win32.whl
Size 105.1 kB
Tags CPython 3.14 Windows x86-32
SHA-256 checksum
How to use checksums 		84cce256efeb6af8d24fcab427213b4cb42b0026a66438cffff405e15681a1ad
BLAKE2b-256 checksum
How to use checksums 		8f78322c9c781581c7ecc3de43d0f765c5952508c845ce2d39e3220e3bc178b6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL pyddm-0.9.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size 120.1 kB
Tags CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum
How to use checksums 		36b3851a6cc37f8cdab786c5dfc4cb8622684bab64b50fa21803163345ac0b21
BLAKE2b-256 checksum
How to use checksums 		57148c5985ab40df78bfab819971c74b5bebaa888ef22d28f980bcd3f3609e6e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl

Download URL pyddm-0.9.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl
Size 117.8 kB
Tags CPython 3.14 Linux glibc 2.28+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		6e539b344b0f7641ca7f20c3f82d134dfe16e4f9991259061d883d5371a3f079
BLAKE2b-256 checksum
How to use checksums 		2dedd5a71b2a6cff4981cee942a99a26530b449259a72b38626061e4505519ed
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp314-cp314-macosx_11_0_arm64.whl
Size 103.9 kB
Tags CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		e423714b79eca17270a5102d6a97d29a76e18bdf4b0364b8afc53e8175ded586
BLAKE2b-256 checksum
How to use checksums 		3254f6cdf9f145a97eae01c9f32ce4910c0635dfa93c23e7031e352de81d84fa
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp314-cp314-macosx_10_13_x86_64.whl

Download URL pyddm-0.9.0-cp314-cp314-macosx_10_13_x86_64.whl
Size 104.5 kB
Tags CPython 3.14 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums 		0000eaff8bf2f8e163ce1219615c8328053f47bb9dc9fcdd7541b7a9dbce3846
BLAKE2b-256 checksum
How to use checksums 		244b954296644c000df8c7bcfaacbf8842b592537f2cc5d2bfce0397b1638d93
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp313-cp313-win_amd64.whl

Download URL pyddm-0.9.0-cp313-cp313-win_amd64.whl
Size 106.9 kB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums 		7134aa11237c2eb0d8249f58d408bb51e7a1a780340e275be4c920aa714c9bd0
BLAKE2b-256 checksum
How to use checksums 		25ddc6072d295c4285ecc420aaa40632c202131cf3a32d75b67d997169970278
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp313-cp313-win32.whl

Download URL pyddm-0.9.0-cp313-cp313-win32.whl
Size 104.7 kB
Tags CPython 3.13 Windows x86-32
SHA-256 checksum
How to use checksums 		d4d1cc9e10a7a3092f572034ee354f9d6a2a73bdc66c6e77ebdd78827b6a48fa
BLAKE2b-256 checksum
How to use checksums 		a8a7a5dfa5e119d52508aee54edfea431674a40e600ed9d0a019d9956cf811b3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 119.1 kB
Tags CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		3298aff3d0c5dd3c4fa17ac6e4a204401e1602e284e5fe8f91d6b4dcd9f5dfe1
BLAKE2b-256 checksum
How to use checksums 		db4d09199435082b2a4dfe486205b170e28e0c38068e2f4a2b10796409a6f416
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 117.8 kB
Tags CPython 3.13 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		ef122ffab28dc75bb467a4c67410e1ff6fcbc98081dc471651ff96c77e71e066
BLAKE2b-256 checksum
How to use checksums 		280ba4adf48ca4cdfee732e6d7b6de9d7dea5276695b87b4fa8c22cb99f4e29b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp313-cp313-macosx_11_0_arm64.whl
Size 103.9 kB
Tags CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		52cbe3f6e0bfe3149dfa1240888821e23bf771d7779200249992e8badd9b5a33
BLAKE2b-256 checksum
How to use checksums 		f8b7947065de1f91623bfa9d854b08aa72c28b0404b474792840673724a5e20c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl

Download URL pyddm-0.9.0-cp313-cp313-macosx_10_13_x86_64.whl
Size 104.5 kB
Tags CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums 		1d447573db3e2143389713d22bcaeaafae63dc08c778eb7247a14660be18dae6
BLAKE2b-256 checksum
How to use checksums 		720028066da7778c4cfbbdd6e43d86a4c9b247758ab0223b45676d76094bf78c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp312-cp312-win_amd64.whl

Download URL pyddm-0.9.0-cp312-cp312-win_amd64.whl
Size 106.9 kB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums 		fa81539dad79b99accf58deaffff7319219be8650cd0979eec47b31653c93bc2
BLAKE2b-256 checksum
How to use checksums 		2e948a97725ae155f40ba53f032e078db25d69bade55f1e0f384b71befaa1b13
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp312-cp312-win32.whl

Download URL pyddm-0.9.0-cp312-cp312-win32.whl
Size 104.7 kB
Tags CPython 3.12 Windows x86-32
SHA-256 checksum
How to use checksums 		88a521c1cf089236f59280bdc79d0ef190ceda180d03da9f9bdf6ae3c40ac89e
BLAKE2b-256 checksum
How to use checksums 		5157d99051f03102c99d62ebcb8566a61479d1e55cc7746accbfe6cfbd39ff02
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 119.1 kB
Tags CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		e4c46c0ad2a322453b25cde643c37e509c455094a5edc89471fe83d793a6efec
BLAKE2b-256 checksum
How to use checksums 		6f9bba68b80500020153539b23075e2bbbb57d4cd3175eca4f6be4b95fcf599a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 117.8 kB
Tags CPython 3.12 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		5a55ead20717de4ef90147e8df4aa6b02f19562451e8b9cc7fc8ba7da7dd5fb6
BLAKE2b-256 checksum
How to use checksums 		49c7de56d34e685397b27074a3133e56efcc7162635501f04bb3c79a337b3595
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp312-cp312-macosx_11_0_arm64.whl
Size 103.8 kB
Tags CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		8f440ce9992d1cb5b8ca2f5ea6a47be0a89f4ecdc0e89cff061074f89cdf4215
BLAKE2b-256 checksum
How to use checksums 		ff2d36bced86ae77d2fbdd95ed6339ecab0a6f8e5e427739e81c2e9ed686442d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl

Download URL pyddm-0.9.0-cp312-cp312-macosx_10_13_x86_64.whl
Size 104.5 kB
Tags CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum
How to use checksums 		084ef6722de94e4ecb33fb8c0f5a18198ad8c4a25a5eaed8db11c1e7d322b052
BLAKE2b-256 checksum
How to use checksums 		e57d1c3afea29b127a6703b1245c85c9af069234beb81700951a60718658aca8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp311-cp311-win_amd64.whl

Download URL pyddm-0.9.0-cp311-cp311-win_amd64.whl
Size 106.9 kB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums 		4332ceb527b91ede4d90e0b84e48fb5da3c4cb3db8bba2e45ed27036e931719e
BLAKE2b-256 checksum
How to use checksums 		57713f1442b4a6661fdfdf80ab83575f3a45a65dd2e231ec629a774dab86bbb9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp311-cp311-win32.whl

Download URL pyddm-0.9.0-cp311-cp311-win32.whl
Size 104.7 kB
Tags CPython 3.11 Windows x86-32
SHA-256 checksum
How to use checksums 		2fcaf54142c97cbd49c5801470fbb3f4e20b6f4bcd33059d935f8fda0ba50035
BLAKE2b-256 checksum
How to use checksums 		141f124fe10af56ae27e2689c3f5ec7b7e088b3f1f6134cb277f99bdb1b84a9e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 118.7 kB
Tags CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		aa604911a984719dfe8970068faeac3cc674dee1b83486529c716a5b05b9fe6f
BLAKE2b-256 checksum
How to use checksums 		71de3f2826ae6142fd57572695ba8a3b2d0caff601817515a578e3899b24821b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 117.4 kB
Tags CPython 3.11 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		863254ecb3fd75f54b10699878f07710409eb2017b82172b50a0a79cf8c56f1e
BLAKE2b-256 checksum
How to use checksums 		01b6830d86ac7f220089c2b4535aade634b175ba1140d263a8b8bcf7af61d7cb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp311-cp311-macosx_11_0_arm64.whl
Size 103.9 kB
Tags CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		88fb76357309399ee322226c62f81f6287f70f5d082540b81d254f9b191232a8
BLAKE2b-256 checksum
How to use checksums 		b7e9742fb3e047683f9b5a6410d319e3c97bb60fadeef295d5e72703d028f656
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp311-cp311-macosx_10_9_x86_64.whl

Download URL pyddm-0.9.0-cp311-cp311-macosx_10_9_x86_64.whl
Size 104.4 kB
Tags CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums 		0f64f48b6c32f9d1c490848abe79f21d407912025a9cdc560e87f34934c61a42
BLAKE2b-256 checksum
How to use checksums 		3bc4f3f03efaf6eafb27bf5fd984815a6062a508942ac4012ff9fa81efd90401
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp310-cp310-win_amd64.whl

Download URL pyddm-0.9.0-cp310-cp310-win_amd64.whl
Size 106.9 kB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums 		4ee9c21067906d6e554c4cb50f2163f63b00aed2216e29c8757be5fe9cc55898
BLAKE2b-256 checksum
How to use checksums 		7f11dfd7f6e6c3d7f58f5bc5d566f25ac24e886afa083d53b88e18293c0b4aa8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp310-cp310-win32.whl

Download URL pyddm-0.9.0-cp310-cp310-win32.whl
Size 104.7 kB
Tags CPython 3.10 Windows x86-32
SHA-256 checksum
How to use checksums 		025c7995e804ff03f33c8c7facaea03e19f9d9bb8b6dcb20d037076f2bb52faf
BLAKE2b-256 checksum
How to use checksums 		2e8b4342ca1e93736b48537023d3a3f4708be7e33d55786074d3bc89aff069b9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 118.7 kB
Tags CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		2412e697be47b90585e54092647ad74521026edd852efa8e62f4921e96921816
BLAKE2b-256 checksum
How to use checksums 		2f0d84a1df93619dff852519469a90805f811a3d52d086bb066295d58408d8b3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 117.3 kB
Tags CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		828ec748a3d377fd0e687411580e31e5866ba62847d49b22732573ff8ecb601f
BLAKE2b-256 checksum
How to use checksums 		b2c983aed2b368a85d4200d697737583f8726c66e132807fdbf81eeeba11f988
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp310-cp310-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp310-cp310-macosx_11_0_arm64.whl
Size 103.9 kB
Tags CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		f3280885a317dbd28300142becee629e33a7a88e7197bf6144a8d343aa5958e7
BLAKE2b-256 checksum
How to use checksums 		94cdd4aba85c7f2fde560b755f2d09dfecfab0cbf2e59df99eb9e721a0b475ea
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp310-cp310-macosx_10_9_x86_64.whl

Download URL pyddm-0.9.0-cp310-cp310-macosx_10_9_x86_64.whl
Size 104.4 kB
Tags CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums 		eb0923baacc6eeca62595ba9635e8d030a2fe650284768a8b71607456cb5fb21
BLAKE2b-256 checksum
How to use checksums 		9b71149f16eeb5d1756a10bdb346841988a92998f74ef3e094a5df46a15f4d1a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp39-cp39-win_amd64.whl

Download URL pyddm-0.9.0-cp39-cp39-win_amd64.whl
Size 106.9 kB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums 		45ff8f4a74b2f41c82cf329302c5882830e9e425429bd5e1c24750fc94d6ab1a
BLAKE2b-256 checksum
How to use checksums 		e47749110ad84849f10d3d36b250e2d6cfcfa54ce5fdf3f5fc17940085c6d994
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp39-cp39-win32.whl

Download URL pyddm-0.9.0-cp39-cp39-win32.whl
Size 104.7 kB
Tags CPython 3.9 Windows x86-32
SHA-256 checksum
How to use checksums 		edc2ed2961c0ff5dd39d41a5b5c0e7b127394b82cf1646cbff73e3c04ddfe35a
BLAKE2b-256 checksum
How to use checksums 		cd6fdd0d8888496a12b8a206fc77d635e822a4b4d34d67cee2da7224fd05e2db
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 118.5 kB
Tags CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		0cea15a94bcd953e03f8e5e4841cab246d2c4a516784288b6b550cd2ead7d909
BLAKE2b-256 checksum
How to use checksums 		a50f638639ad8afa756d33d009f81f1f17953ce313ca695a921af146791196ab
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 117.2 kB
Tags CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		48744251a6f314fc2481008fdadf850c0d83b7ce6a88f0e7cfe1da357c6b1eab
BLAKE2b-256 checksum
How to use checksums 		c8e378ac95a4d686dc3d16545a421238f57e3db42b4fd7ede00d90c98b83787e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp39-cp39-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp39-cp39-macosx_11_0_arm64.whl
Size 103.9 kB
Tags CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		34fb4939924b48e4e1a4d3a55f5ef83eb6da159ed7cfdbdb1d011ed08c4302ba
BLAKE2b-256 checksum
How to use checksums 		2800ef1635763a4388f6744b0c1d2f327538cb0401aee2a825c127f962ae3c44
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp39-cp39-macosx_10_9_x86_64.whl

Download URL pyddm-0.9.0-cp39-cp39-macosx_10_9_x86_64.whl
Size 104.4 kB
Tags CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums 		cc33dce471260707858e61b3cf9b88b2fdbd9d80cbe6adc5672595bafafb2a2d
BLAKE2b-256 checksum
How to use checksums 		8f58d1f983f4a958c9fc51141e0b0f3a8ec40a29f312af82cef10c2e7ffafe16
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp38-cp38-win_amd64.whl

Download URL pyddm-0.9.0-cp38-cp38-win_amd64.whl
Size 106.6 kB
Tags CPython 3.8 Windows x86-64
SHA-256 checksum
How to use checksums 		526c6911656febf166e9656201628f940b7029147ec41ec79975dd50b3a1a797
BLAKE2b-256 checksum
How to use checksums 		90d15e02e80bca0e1142d111fed12052bc187734c262b9504697ebd9236f8334
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp38-cp38-win32.whl

Download URL pyddm-0.9.0-cp38-cp38-win32.whl
Size 104.4 kB
Tags CPython 3.8 Windows x86-32
SHA-256 checksum
How to use checksums 		ecc87c52ff6eabc61f8c3c3871d2843db8afddccb7d23ec5327b8aac3f5e96b9
BLAKE2b-256 checksum
How to use checksums 		392355423bd65f8292eb91542f999d0e2d49dcb6136eb6dd5d08ed3e17d154c1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 119.9 kB
Tags CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		408051f59ef2eec5992de1ff18fb93d7b28422534c71cf98cfb157f01b191ba5
BLAKE2b-256 checksum
How to use checksums 		10d1e6ef2f8171d9f2714fcc2d00eabd41f75dcea4567f8ce9b72ad5e7f9620d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 118.6 kB
Tags CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		9e5e8a031dc28b50fd1beb666cae44a69f6da087bd4f671e601e905cf808bf65
BLAKE2b-256 checksum
How to use checksums 		9d27cddbd734534b0d8dcd5aec8c139f3d3e92745dc783e718016869899fa069
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp38-cp38-macosx_11_0_arm64.whl

Download URL pyddm-0.9.0-cp38-cp38-macosx_11_0_arm64.whl
Size 103.3 kB
Tags CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums 		317dbdbe8b9038c5bb911b174c32bca6370ae6c18ed3e84064e3059340ee7be2
BLAKE2b-256 checksum
How to use checksums 		5377d18a3a04d436f439c43fd15eafe9bc928f001346c5c4a95536f32be4b5a1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp38-cp38-macosx_10_9_x86_64.whl

Download URL pyddm-0.9.0-cp38-cp38-macosx_10_9_x86_64.whl
Size 103.9 kB
Tags CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums 		f22422cd0856d295eb080bee128e8ea0a6f2fbc276c0698c4381ebdbeeccf173
BLAKE2b-256 checksum
How to use checksums 		af55951172e4befbe9669487e5c8e17a23e4be756fa262e23b5e0efb5bdcafa5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp37-cp37m-win_amd64.whl

Download URL pyddm-0.9.0-cp37-cp37m-win_amd64.whl
Size 106.6 kB
Tags CPython 3.7 CPython 3.7 pymalloc Windows x86-64
SHA-256 checksum
How to use checksums 		1ca295e910ae8aaa1ab79a8b7439b55219188f54a184bab8e4a54d49e6983570
BLAKE2b-256 checksum
How to use checksums 		5808b5d09b25a56fbfb40d3fd0bbcc30111f169dc43407b12494301857a35f78
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp37-cp37m-win32.whl

Download URL pyddm-0.9.0-cp37-cp37m-win32.whl
Size 104.4 kB
Tags CPython 3.7 CPython 3.7 pymalloc Windows x86-32
SHA-256 checksum
How to use checksums 		62e050d87cb3438713d8ff74ba9211c62b38fdfb269157f721a09b94b9453334
BLAKE2b-256 checksum
How to use checksums 		caa87eac939f4b3b03f49f2c721d516d6f4c24f8c2094063a0fea35d85cdf2e9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyddm-0.9.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 119.3 kB
Tags CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums 		290f39f6129f73d69bbdd7fcb7f2766ea464869ef56aa599009f6818810aeb4a
BLAKE2b-256 checksum
How to use checksums 		3ea98d636cafd62c0e9a7e4acbb8ec89ef6cf2525303b589d980a93e02ecae30
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL pyddm-0.9.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size 118.2 kB
Tags CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum
How to use checksums 		20a907cc70a90be2dc108fbf055a4ad96bd3013a93099c421777a5571706e686
BLAKE2b-256 checksum
How to use checksums 		58249fee6085a86ec372956a826d7f8c58a80ed62852caa07a843b9000110032
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Release files / pyddm-0.9.0-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL pyddm-0.9.0-cp37-cp37m-macosx_10_9_x86_64.whl
Size 103.9 kB
Tags CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
SHA-256 checksum
How to use checksums 		949babc3659e4bed1b62842945c71780ad9215bb78746e46705c3a9617515272
BLAKE2b-256 checksum
How to use checksums 		03d4518874c0562c7b9f7a1f0c021d0c1a0ef4f46b3ccb41b1e6adb63ddf16b0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/6.1.0 CPython/3.12.7

Security for pyddm 0.9.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page