A visual dataflow programming language for sklearn

Overview

Persimmon Travis AppVeyor PyPI GitHub (pre-)release

Final aspect

What is it?

Persimmon is a visual dataflow language for creating sklearn pipelines.

It represents functions as blocks, inputs and outputs are presented as pins, and type safety is enforced when the connection is being made.

Type safety

A smart bubble helps suggesting suitable context-sensitive blocks when making a connection, showing only the blocks which are type safe. There is also a search box that can be used for finding a particular block.

Smart bubble

How to install?

If you have pip (Python 3.5+) you can simply type

$> pip install persimmon

To execute use.

$> python -m persimmon

For windows self-contained executables can be found on the releases page.

Full use

Comments
  • use rapidfuzz instead of fuzzywuzzy

    use rapidfuzz instead of fuzzywuzzy

    FuzzyWuzzy is GPLv2 licensed which would force you to licence the whole project under GPLv2. I had the same problem on one of my projects and so I wrote rapidfuzz which is implementing the same algorithm but is based on a version of fuzzywuzzy that was MIT Licensed and is therefor MIT Licensed aswell, so it can be used in here without forcing a License change. As a nice bonus it is fully implemented in C++ and comes with a few Algorithmic improvements making it between 5 and 100 times faster than FuzzyWuzzy.

    opened by maxbachmann 0
  • Initial Update

    Initial Update

    Hi 👊

    This is my first visit to this fine repo, but it seems you have been working hard to keep all dependencies updated so far.

    Once you have closed this issue, I'll create separate pull requests for every update as soon as I find one.

    That's it for now!

    Happy merging! 🤖

    opened by pyup-bot 0
  • Bump py from 1.4.34 to 1.10.0

    Bump py from 1.4.34 to 1.10.0

    Bumps py from 1.4.34 to 1.10.0.

    Changelog

    Sourced from py's changelog.

    1.10.0 (2020-12-12)

    • Fix a regular expression DoS vulnerability in the py.path.svnwc SVN blame functionality (CVE-2020-29651)
    • Update vendored apipkg: 1.4 => 1.5
    • Update vendored iniconfig: 1.0.0 => 1.1.1

    1.9.0 (2020-06-24)

    • Add type annotation stubs for the following modules:

      • py.error
      • py.iniconfig
      • py.path (not including SVN paths)
      • py.io
      • py.xml

      There are no plans to type other modules at this time.

      The type annotations are provided in external .pyi files, not inline in the code, and may therefore contain small errors or omissions. If you use py in conjunction with a type checker, and encounter any type errors you believe should be accepted, please report it in an issue.

    1.8.2 (2020-06-15)

    • On Windows, py.path.locals which differ only in case now have the same Python hash value. Previously, such paths were considered equal but had different hashes, which is not allowed and breaks the assumptions made by dicts, sets and other users of hashes.

    1.8.1 (2019-12-27)

    • Handle FileNotFoundError when trying to import pathlib in path.common on Python 3.4 (#207).

    • py.path.local.samefile now works correctly in Python 3 on Windows when dealing with symlinks.

    1.8.0 (2019-02-21)

    • add "importlib" pyimport mode for python3.5+, allowing unimportable test suites to contain identically named modules.

    • fix LocalPath.as_cwd() not calling os.chdir() with None, when being invoked from a non-existing directory.

    ... (truncated)

    Commits
    • e5ff378 Update CHANGELOG for 1.10.0
    • 94cf44f Update vendored libs
    • 5e8ded5 testing: comment out an assert which fails on Python 3.9 for now
    • afdffcc Rename HOWTORELEASE.rst to RELEASING.rst
    • 2de53a6 Merge pull request #266 from nicoddemus/gh-actions
    • fa1b32e Merge pull request #264 from hugovk/patch-2
    • 887d6b8 Skip test_samefile_symlink on pypy3 on Windows
    • e94e670 Fix test_comments() in test_source
    • fef9a32 Adapt test
    • 4a694b0 Add GitHub Actions badge to README
    • Additional commits viewable in compare view

    Dependabot compatibility score

    Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.


    Dependabot commands and options

    You can trigger Dependabot actions by commenting on this PR:

    • @dependabot rebase will rebase this PR
    • @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
    • @dependabot merge will merge this PR after your CI passes on it
    • @dependabot squash and merge will squash and merge this PR after your CI passes on it
    • @dependabot cancel merge will cancel a previously requested merge and block automerging
    • @dependabot reopen will reopen this PR if it is closed
    • @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
    • @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
    • @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
    • @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)
    • @dependabot use these labels will set the current labels as the default for future PRs for this repo and language
    • @dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language
    • @dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language
    • @dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

    You can disable automated security fix PRs for this repo from the Security Alerts page.

    dependencies 
    opened by dependabot[bot] 0
  • Bump pygments from 2.2.0 to 2.7.4

    Bump pygments from 2.2.0 to 2.7.4

    Bumps pygments from 2.2.0 to 2.7.4.

    Release notes

    Sourced from pygments's releases.

    2.7.4

    • Updated lexers:

      • Apache configurations: Improve handling of malformed tags (#1656)

      • CSS: Add support for variables (#1633, #1666)

      • Crystal (#1650, #1670)

      • Coq (#1648)

      • Fortran: Add missing keywords (#1635, #1665)

      • Ini (#1624)

      • JavaScript and variants (#1647 -- missing regex flags, #1651)

      • Markdown (#1623, #1617)

      • Shell

        • Lex trailing whitespace as part of the prompt (#1645)
        • Add missing in keyword (#1652)
      • SQL - Fix keywords (#1668)

      • Typescript: Fix incorrect punctuation handling (#1510, #1511)

    • Fix infinite loop in SML lexer (#1625)

    • Fix backtracking string regexes in JavaScript/TypeScript, Modula2 and many other lexers (#1637)

    • Limit recursion with nesting Ruby heredocs (#1638)

    • Fix a few inefficient regexes for guessing lexers

    • Fix the raw token lexer handling of Unicode (#1616)

    • Revert a private API change in the HTML formatter (#1655) -- please note that private APIs remain subject to change!

    • Fix several exponential/cubic-complexity regexes found by Ben Caller/Doyensec (#1675)

    • Fix incorrect MATLAB example (#1582)

    Thanks to Google's OSS-Fuzz project for finding many of these bugs.

    2.7.3

    ... (truncated)

    Changelog

    Sourced from pygments's changelog.

    Version 2.7.4

    (released January 12, 2021)

    • Updated lexers:

      • Apache configurations: Improve handling of malformed tags (#1656)

      • CSS: Add support for variables (#1633, #1666)

      • Crystal (#1650, #1670)

      • Coq (#1648)

      • Fortran: Add missing keywords (#1635, #1665)

      • Ini (#1624)

      • JavaScript and variants (#1647 -- missing regex flags, #1651)

      • Markdown (#1623, #1617)

      • Shell

        • Lex trailing whitespace as part of the prompt (#1645)
        • Add missing in keyword (#1652)
      • SQL - Fix keywords (#1668)

      • Typescript: Fix incorrect punctuation handling (#1510, #1511)

    • Fix infinite loop in SML lexer (#1625)

    • Fix backtracking string regexes in JavaScript/TypeScript, Modula2 and many other lexers (#1637)

    • Limit recursion with nesting Ruby heredocs (#1638)

    • Fix a few inefficient regexes for guessing lexers

    • Fix the raw token lexer handling of Unicode (#1616)

    • Revert a private API change in the HTML formatter (#1655) -- please note that private APIs remain subject to change!

    • Fix several exponential/cubic-complexity regexes found by Ben Caller/Doyensec (#1675)

    • Fix incorrect MATLAB example (#1582)

    Thanks to Google's OSS-Fuzz project for finding many of these bugs.

    Version 2.7.3

    (released December 6, 2020)

    ... (truncated)

    Commits
    • 4d555d0 Bump version to 2.7.4.
    • fc3b05d Update CHANGES.
    • ad21935 Revert "Added dracula theme style (#1636)"
    • e411506 Prepare for 2.7.4 release.
    • 275e34d doc: remove Perl 6 ref
    • 2e7e8c4 Fix several exponential/cubic complexity regexes found by Ben Caller/Doyensec
    • eb39c43 xquery: fix pop from empty stack
    • 2738778 fix coding style in test_analyzer_lexer
    • 02e0f09 Added 'ERROR STOP' to fortran.py keywords. (#1665)
    • c83fe48 support added for css variables (#1633)
    • Additional commits viewable in compare view

    Dependabot compatibility score

    Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.


    Dependabot commands and options

    You can trigger Dependabot actions by commenting on this PR:

    • @dependabot rebase will rebase this PR
    • @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
    • @dependabot merge will merge this PR after your CI passes on it
    • @dependabot squash and merge will squash and merge this PR after your CI passes on it
    • @dependabot cancel merge will cancel a previously requested merge and block automerging
    • @dependabot reopen will reopen this PR if it is closed
    • @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
    • @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
    • @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
    • @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)
    • @dependabot use these labels will set the current labels as the default for future PRs for this repo and language
    • @dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language
    • @dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language
    • @dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

    You can disable automated security fix PRs for this repo from the Security Alerts page.

    dependencies 
    opened by dependabot[bot] 0
  • Bump jinja2 from 2.9.6 to 2.11.3

    Bump jinja2 from 2.9.6 to 2.11.3

    Bumps jinja2 from 2.9.6 to 2.11.3.

    Release notes

    Sourced from jinja2's releases.

    2.11.3

    This contains a fix for a speed issue with the urlize filter. urlize is likely to be called on untrusted user input. For certain inputs some of the regular expressions used to parse the text could take a very long time due to backtracking. As part of the fix, the email matching became slightly stricter. The various speedups apply to urlize in general, not just the specific input cases.

    2.11.2

    2.11.1

    This fixes an issue in async environment when indexing the result of an attribute lookup, like {{ data.items[1:] }}.

    2.11.0

    This is the last version to support Python 2.7 and 3.5. The next version will be Jinja 3.0 and will support Python 3.6 and newer.

    2.10.3

    2.10.2

    2.10.1

    2.10

    Primary changes

    Install or upgrade

    Install from PyPI with pip:

    ... (truncated)

    Changelog

    Sourced from jinja2's changelog.

    Version 2.11.3

    Released 2021-01-31

    • Improve the speed of the urlize filter by reducing regex backtracking. Email matching requires a word character at the start of the domain part, and only word characters in the TLD. :pr:1343

    Version 2.11.2

    Released 2020-04-13

    • Fix a bug that caused callable objects with __getattr__, like :class:~unittest.mock.Mock to be treated as a :func:contextfunction. :issue:1145
    • Update wordcount filter to trigger :class:Undefined methods by wrapping the input in :func:soft_str. :pr:1160
    • Fix a hang when displaying tracebacks on Python 32-bit. :issue:1162
    • Showing an undefined error for an object that raises AttributeError on access doesn't cause a recursion error. :issue:1177
    • Revert changes to :class:~loaders.PackageLoader from 2.10 which removed the dependency on setuptools and pkg_resources, and added limited support for namespace packages. The changes caused issues when using Pytest. Due to the difficulty in supporting Python 2 and :pep:451 simultaneously, the changes are reverted until 3.0. :pr:1182
    • Fix line numbers in error messages when newlines are stripped. :pr:1178
    • The special namespace() assignment object in templates works in async environments. :issue:1180
    • Fix whitespace being removed before tags in the middle of lines when lstrip_blocks is enabled. :issue:1138
    • :class:~nativetypes.NativeEnvironment doesn't evaluate intermediate strings during rendering. This prevents early evaluation which could change the value of an expression. :issue:1186

    Version 2.11.1

    Released 2020-01-30

    • Fix a bug that prevented looking up a key after an attribute ({{ data.items[1:] }}) in an async template. :issue:1141

    ... (truncated)

    Commits

    Dependabot compatibility score

    Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.


    Dependabot commands and options

    You can trigger Dependabot actions by commenting on this PR:

    • @dependabot rebase will rebase this PR
    • @dependabot recreate will recreate this PR, overwriting any edits that have been made to it
    • @dependabot merge will merge this PR after your CI passes on it
    • @dependabot squash and merge will squash and merge this PR after your CI passes on it
    • @dependabot cancel merge will cancel a previously requested merge and block automerging
    • @dependabot reopen will reopen this PR if it is closed
    • @dependabot close will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
    • @dependabot ignore this major version will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
    • @dependabot ignore this minor version will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
    • @dependabot ignore this dependency will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)
    • @dependabot use these labels will set the current labels as the default for future PRs for this repo and language
    • @dependabot use these reviewers will set the current reviewers as the default for future PRs for this repo and language
    • @dependabot use these assignees will set the current assignees as the default for future PRs for this repo and language
    • @dependabot use this milestone will set the current milestone as the default for future PRs for this repo and language

    You can disable automated security fix PRs for this repo from the Security Alerts page.

    dependencies 
    opened by dependabot[bot] 0
  • Unable to find any valuable Window provider.

    Unable to find any valuable Window provider.

    I can't install persimmon or more generally kivy. Where should I look for debugging the problem? I'm using Ubuntu 16.04 xenial combined with Python 3.5.2.

    [INFO   ] [Logger      ] Record log in /home/thomas/.kivy/logs/kivy_18-02-20_5.txt
    [INFO   ] [Kivy        ] v1.10.0
    [INFO   ] [Python      ] v3.5.2 (default, Nov 23 2017, 16:37:01) 
    [GCC 5.4.0 20160609]
    [INFO   ] [Factory     ] 194 symbols loaded
    [INFO   ] [Image       ] Providers: img_tex, img_dds, img_pil, img_gif (img_pygame, img_ffpyplayer ignored)
    [INFO   ] [Text        ] Provider: pil(['text_pygame'] ignored)
    [CRITICAL] [Window      ] Unable to find any valuable Window provider.
    egl_rpi - ImportError: cannot import name 'bcm'
      File "/usr/local/lib/python3.5/dist-packages/kivy/core/__init__.py", line 59, in core_select_lib
        fromlist=[modulename], level=0)
      File "/usr/local/lib/python3.5/dist-packages/kivy/core/window/window_egl_rpi.py", line 12, in <module>
        from kivy.lib.vidcore_lite import bcm, egl
    
    pygame - ImportError: No module named 'pygame'
      File "/usr/local/lib/python3.5/dist-packages/kivy/core/__init__.py", line 59, in core_select_lib
        fromlist=[modulename], level=0)
      File "/usr/local/lib/python3.5/dist-packages/kivy/core/window/window_pygame.py", line 8, in <module>
        import pygame
    
    x11 - ImportError: No module named 'kivy.core.window.window_x11'
      File "/usr/local/lib/python3.5/dist-packages/kivy/core/__init__.py", line 59, in core_select_lib
        fromlist=[modulename], level=0)
    
    [INFO   ] [OSC         ] using <multiprocessing> for socket
    [INFO   ] [Loader      ] using a thread pool of 2 workers
     /usr/local/lib/python3.5/dist-packages/fuzzywuzzy/fuzz.py:35: UserWarning: Using slow pure-python SequenceMatcher. Install python-Levenshtein to remove this warning
       warnings.warn('Using slow pure-python SequenceMatcher. Install python-Levenshtein to remove this warning')
    [CRITICAL] [App         ] Unable to get a Window, abort.
    
    opened by ThomasDevoogdt 0
  • Initial Update

    Initial Update

    Hi 👊

    This is my first visit to this fine repo, but it seems you have been working hard to keep all dependencies updated so far.

    Once you have closed this issue, I'll create separate pull requests for every update as soon as I find one.

    That's it for now!

    Happy merging! 🤖

    opened by pyup-bot 0
Releases(v0.9.1)
Owner
Álvaro Bermejo
Tech Artist
Álvaro Bermejo
Open MLOps - A Production-focused Open-Source Machine Learning Framework

Open MLOps - A Production-focused Open-Source Machine Learning Framework Open MLOps is a set of open-source tools carefully chosen to ease user experi

Data Revenue 590 Dec 28, 2022
This project impelemented for midterm of the Machine Learning #Zoomcamp #Alexey Grigorev

MLProject_01 This project impelemented for midterm of the Machine Learning #Zoomcamp #Alexey Grigorev Context Dataset English question data set file F

Hadi Nakhi 1 Dec 18, 2021
slim-python is a package to learn customized scoring systems for decision-making problems.

slim-python is a package to learn customized scoring systems for decision-making problems. These are simple decision aids that let users make yes-no p

Berk Ustun 37 Nov 02, 2022
TensorFlow Decision Forests (TF-DF) is a collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.

TensorFlow Decision Forests (TF-DF) is a collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models. The library is a collection of Keras models

538 Jan 01, 2023
Mortality risk prediction for COVID-19 patients using XGBoost models

Mortality risk prediction for COVID-19 patients using XGBoost models Using demographic and lab test data received from the HM Hospitales in Spain, I b

1 Jan 19, 2022
Simple Machine Learning Tool Kit

Getting started smltk (Simple Machine Learning Tool Kit) package is implemented for helping your work during data preparation testing your model The g

Alessandra Bilardi 1 Dec 30, 2021
Predicting diabetes over a five year period using logistic regression and the Pima First-Nation dataset

Diabetes This script uses the Pima First Nations dataset to create a model to predict whether or not an individual will develop Diabetes Mellitus Type

1 Mar 28, 2022
cleanlab is the data-centric ML ops package for machine learning with noisy labels.

cleanlab is the data-centric ML ops package for machine learning with noisy labels. cleanlab cleans labels and supports finding, quantifying, and lear

Cleanlab 51 Nov 28, 2022
Kaggler is a Python package for lightweight online machine learning algorithms and utility functions for ETL and data analysis.

Kaggler is a Python package for lightweight online machine learning algorithms and utility functions for ETL and data analysis. It is distributed under the MIT License.

Jeong-Yoon Lee 720 Dec 25, 2022
Automated Time Series Forecasting

AutoTS AutoTS is a time series package for Python designed for rapidly deploying high-accuracy forecasts at scale. There are dozens of forecasting mod

Colin Catlin 652 Jan 03, 2023
Machine-care - A simple python script to take care of simple maintenance tasks

Machine care An simple python script to take care of simple maintenance tasks fo

2 Jul 10, 2022
A python library for easy manipulation and forecasting of time series.

Time Series Made Easy in Python darts is a python library for easy manipulation and forecasting of time series. It contains a variety of models, from

Unit8 5.2k Jan 04, 2023
Library of Stan Models for Survival Analysis

survivalstan: Survival Models in Stan author: Jacki Novik Overview Library of Stan Models for Survival Analysis Features: Variety of standard survival

Hammer Lab 122 Jan 06, 2023
A single Python file with some tools for visualizing machine learning in the terminal.

Machine Learning Visualization Tools A single Python file with some tools for visualizing machine learning in the terminal. This demo is composed of t

Bram Wasti 35 Dec 29, 2022
A collection of Machine Learning Models To Web Api which are built on open source technologies/frameworks like Django, Flask.

Author Ibrahim Koné From-Machine-Learning-Models-To-WebAPI A collection of Machine Learning Models To Web Api which are built on open source technolog

Ibrahim Koné 2 May 24, 2022
MasTrade is a trading bot in baselines3,pytorch,gym

mastrade MasTrade is a trading bot in baselines3,pytorch,gym idea we have for example 1 btc and we buy a crypto with it with market option to trade in

Masoud Azizi 18 May 24, 2022
LinearRegression2 Tvads and CarSales

LinearRegression2_Tvads_and_CarSales This project infers the insight that how the TV ads for cars and car Sales are being linked with each other. It i

Ashish Kumar Yadav 1 Dec 29, 2021
Evaluate on three different ML model for feature selection using Breast cancer data.

Anomaly-detection-Feature-Selection Evaluate on three different ML model for feature selection using Breast cancer data. ML models: SVM, KNN and MLP.

Tarek idrees 1 Mar 17, 2022
A framework for building (and incrementally growing) graph-based data structures used in hierarchical or DAG-structured clustering and nearest neighbor search

A framework for building (and incrementally growing) graph-based data structures used in hierarchical or DAG-structured clustering and nearest neighbor search

Nicholas Monath 31 Nov 03, 2022