Open-Source CI/CD platform for ML teams. Deliver ML products, better & faster. βš‘οΈπŸ§‘β€πŸ”§

Overview

giskardlogo

Deliver ML products, better & faster


Giskard is an Open-Source CI/CD platform for ML teams.

  • Inspect ML models visually from your Python notebook πŸ“—
  • Review ML models collaboratively to get feedback on potential errors 🧐
  • Test ML models automatically for a safe deployment to production β›‘

Administration panel


Installation

git clone https://github.com/Giskard-AI/giskard.git
cd giskard
docker-compose up -d

After the application is started you can access at:

http://localhost:19000

login / password: admin / admin

Requirements

Quick Start

You can upload models to Giskard from Jupyter notebooks or any other python environment. it can be done using Giskard client library

There's a demo python notebook available at http://localhost:18888 that can be used to upload a first model.

Documentation

Find out more about Giskard by reading our docs

Community

Join our community on Discord to get support and leave feedback

Comments
  • project key : fix incompatible check with generated key from project name

    project key : fix incompatible check with generated key from project name

    Description

    Change validation pattern to comply with the automatic generated key.

    Related Issue

    Closes #96

    Type of Change

    • [ ] πŸ“š Examples / docs / tutorials / dependencies update
    • [x] πŸ”§ Bug fix (non-breaking change which fixes an issue)
    • [ ] πŸ₯‚ Improvement (non-breaking change which improves an existing feature)
    • [ ] πŸš€ New feature (non-breaking change which adds functionality)
    • [ ] πŸ’₯ Breaking change (fix or feature that would cause existing functionality to change)
    • [ ] πŸ” Security fix

    Checklist

    • [x] I've read the CODE_OF_CONDUCT.md document.
    • [x] I've read the CONTRIBUTING.md guide.
    • [x] I've updated the code style using make codestyle.
    • [x] I've written tests for all new methods and classes that I created.
    • [x] I've written the docstring in Google format for all the methods and classes that I used.
    opened by lodovicoazzini 6
  • Update to readme.md

    Update to readme.md

    Description

    Related Issue

    Type of Change

    • [x] πŸ“š Examples / docs / tutorials / dependencies update
    • [ ] πŸ”§ Bug fix (non-breaking change which fixes an issue)
    • [ ] πŸ₯‚ Improvement (non-breaking change which improves an existing feature)
    • [ ] πŸš€ New feature (non-breaking change which adds functionality)
    • [ ] πŸ’₯ Breaking change (fix or feature that would cause existing functionality to change)
    • [ ] πŸ” Security fix

    Checklist

    • [x] I've read the CODE_OF_CONDUCT.md document.
    • [x] I've read the CONTRIBUTING.md guide.
    • [x] I've updated the code style using make codestyle.
    • [x] I've written tests for all new methods and classes that I created.
    • [x] I've written the docstring in Google format for all the methods and classes that I used.
    opened by mackerac 4
  • Bump async from 2.6.3 to 2.6.4 in /frontend

    Bump async from 2.6.3 to 2.6.4 in /frontend

    Bumps async from 2.6.3 to 2.6.4.

    Changelog

    Sourced from async's changelog.

    v2.6.4

    • Fix potential prototype pollution exploit (#1828)
    Commits
    Maintainer changes

    This version was pushed to npm by hargasinski, a new releaser for async since your current version.


    Dependabot compatibility score

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    dependencies javascript 
    opened by dependabot[bot] 4
  • Refine devcontainer configuration with gradle

    Refine devcontainer configuration with gradle

    Description

    Related Issue

    Type of Change

    • [ ] πŸ“š Examples / docs / tutorials / dependencies update
    • [ ] πŸ”§ Bug fix (non-breaking change which fixes an issue)
    • [x] πŸ₯‚ Improvement (non-breaking change which improves an existing feature)
    • [ ] πŸš€ New feature (non-breaking change which adds functionality)
    • [ ] πŸ’₯ Breaking change (fix or feature that would cause existing functionality to change)
    • [ ] πŸ” Security fix

    Checklist

    • [x] I've read the CODE_OF_CONDUCT.md document.
    • [x] I've read the CONTRIBUTING.md guide.
    • [ ] I've updated the code style using make codestyle.
    • [ ] I've written tests for all new methods and classes that I created.
    • [ ] I've written the docstring in Google format for all the methods and classes that I used.
    opened by alexcombessie 3
  • AWS AMI creation

    AWS AMI creation

    Description

    Infrastructure changes to create AMIs on AWS and ideally automate their creation based on release tags

    Type of Change

    • [ ] πŸ“š Examples / docs / tutorials / dependencies update
    • [ ] πŸ”§ Bug fix (non-breaking change which fixes an issue)
    • [x] πŸ₯‚ Improvement (non-breaking change which improves an existing feature)
    • [ ] πŸš€ New feature (non-breaking change which adds functionality)
    • [ ] πŸ’₯ Breaking change (fix or feature that would cause existing functionality to change)
    • [ ] πŸ” Security fix

    Checklist

    • [ ] I've read the CODE_OF_CONDUCT.md document.
    • [ ] I've read the CONTRIBUTING.md guide.
    • [ ] I've updated the code style using make codestyle.
    • [ ] I've written tests for all new methods and classes that I created.
    • [ ] I've written the docstring in Google format for all the methods and classes that I used.
    opened by reneab 3
  • Bump @types/node from 17.0.41 to 18.0.0 in /giskard-frontend

    Bump @types/node from 17.0.41 to 18.0.0 in /giskard-frontend

    Bumps @types/node from 17.0.41 to 18.0.0.

    Commits

    Dependabot compatibility score

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    dependencies javascript 
    opened by dependabot[bot] 3
  • Bump @vue/composition-api from 1.6.2 to 1.6.3 in /giskard-frontend

    Bump @vue/composition-api from 1.6.2 to 1.6.3 in /giskard-frontend

    Bumps @vue/composition-api from 1.6.2 to 1.6.3.

    Release notes

    Sourced from @​vue/composition-api's releases.

    v1.6.3

    Features

    • support Vue3 style app-level provide (#945) (d167b9b)
    Changelog

    Sourced from @​vue/composition-api's changelog.

    1.6.3 (2022-06-24)

    Features

    • support Vue3 style app-level provide (#945) (d167b9b)

    Commits

    Dependabot compatibility score

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    dependencies javascript 
    opened by dependabot[bot] 3
  • Bump async from 2.6.3 to 2.6.4 in /giskard-frontend

    Bump async from 2.6.3 to 2.6.4 in /giskard-frontend

    Bumps async from 2.6.3 to 2.6.4.

    Changelog

    Sourced from async's changelog.

    v2.6.4

    • Fix potential prototype pollution exploit (#1828)
    Commits
    Maintainer changes

    This version was pushed to npm by hargasinski, a new releaser for async since your current version.


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    dependencies javascript 
    opened by dependabot[bot] 3
  • Bump fastapi from 0.70.1 to 0.78.0 in /backend/app

    Bump fastapi from 0.70.1 to 0.78.0 in /backend/app

    Bumps fastapi from 0.70.1 to 0.78.0.

    Release notes

    Sourced from fastapi's releases.

    0.78.0

    Features

    • ✨ Add support for omitting ... as default value when declaring required parameters with:

    • Path()

    • Query()

    • Header()

    • Cookie()

    • Body()

    • Form()

    • File()

    New docs at Tutorial - Query Parameters and String Validations - Make it required. PR #4906 by @​tiangolo.

    Up to now, declaring a required parameter while adding additional validation or metadata needed using ... (Ellipsis).

    For example:

    from fastapi import Cookie, FastAPI, Header, Path, Query
    

    app = FastAPI()

    @​app.get("/items/{item_id}") def main( item_id: int = Path(default=..., gt=0), query: str = Query(default=..., max_length=10), session: str = Cookie(default=..., min_length=3), x_trace: str = Header(default=..., title="Tracing header"), ): return {"message": "Hello World"}

    ...all these parameters are required because the default value is ... (Ellipsis).

    But now it's possible and supported to just omit the default value, as would be done with Pydantic fields, and the parameters would still be required.

    ✨ For example, this is now supported:

    from fastapi import Cookie, FastAPI, Header, Path, Query
    

    app = FastAPI()

    @​app.get("/items/{item_id}") def main( item_id: int = Path(gt=0), </tr></table>

    ... (truncated)

    Commits
    • 1876ebc πŸ”– Release version 0.78.0
    • 1673b3e πŸ“ Update release notes
    • 1711403 πŸ“ Update release notes
    • acab64b βœ… Add tests for required nonable parameters and body fields (#4907)
    • 0a8d687 πŸ“ Update release notes
    • ca437cd πŸ“ Add docs recommending Union over Optional and migrate source examples (...
    • c5be1b0 πŸ“ Update release notes
    • 9262fa8 ✨ Add support for not needing ... as default value in required Query(), Pat...
    • 31690dd πŸ“ Update release notes
    • 8b66b9c 🎨 Fix default value as set in tutorial for Path Operations Advanced Configura...
    • Additional commits viewable in compare view

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    dependencies python 
    opened by dependabot[bot] 3
  • Bump mypy from 0.910 to 0.950 in /backend/app

    Bump mypy from 0.910 to 0.950 in /backend/app

    Bumps mypy from 0.910 to 0.950.

    Commits

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    dependencies python 
    opened by dependabot[bot] 3
  • Bump axios from 0.24.0 to 0.27.2 in /frontend

    Bump axios from 0.24.0 to 0.27.2 in /frontend

    Bumps axios from 0.24.0 to 0.27.2.

    Release notes

    Sourced from axios's releases.

    v0.27.2

    0.27.2 (April 27, 2022)

    Fixes and Functionality:

    • Fixed FormData posting in browser environment by reverting #3785 (#4640)
    • Enhanced protocol parsing implementation (#4639)
    • Fixed bundle size

    v0.27.1

    0.27.1 (April 26, 2022)

    Fixes and Functionality:

    • Removed import of url module in browser build due to huge size overhead and builds being broken (#4594)
    • Bumped follow-redirects to ^1.14.9 (#4615)

    v0.27.0

    0.27.0 (April 25, 2022)

    Breaking changes:

    • New toFormData helper function that allows the implementor to pass an object and allow axios to convert it to FormData (#3757)
    • Removed functionality that removed the the Content-Type request header when passing FormData (#3785)
    • (*) Refactored error handling implementing AxiosError as a constructor, this is a large change to error handling on the whole (#3645)
    • Separated responsibility for FormData instantiation between transformRequest and toFormData (#4470)
    • (*) Improved and fixed multiple issues with FormData support (#4448)

    QOL and DevX improvements:

    • Added a multipart/form-data testing playground allowing contributors to debug changes easily (#4465)

    Fixes and Functionality:

    • Refactored project file structure to avoid circular imports (#4515) & (#4516)
    • Bumped follow-redirects to ^1.14.9 (#4562)

    Internal and Tests:

    • Updated dev dependencies to latest version

    Documentation:

    • Fixing incorrect link in changelog (#4551)

    Notes:

    • (*) Please read these pull requests before updating, these changes are very impactful and far reaching.

    v0.26.1

    0.26.1 (March 9, 2022)

    Fixes and Functionality:

    • Refactored project file structure to avoid circular imports (#4220)

    v0.26.0

    0.26.0 (February 13, 2022)

    ... (truncated)

    Changelog

    Sourced from axios's changelog.

    0.27.2 (April 27, 2022)

    Fixes and Functionality:

    • Fixed FormData posting in browser environment by reverting #3785 (#4640)
    • Enhanced protocol parsing implementation (#4639)
    • Fixed bundle size

    0.27.1 (April 26, 2022)

    Fixes and Functionality:

    • Removed import of url module in browser build due to huge size overhead and builds being broken (#4594)
    • Bumped follow-redirects to ^1.14.9 (#4615)

    0.27.0 (April 25, 2022)

    Breaking changes:

    • New toFormData helper function that allows the implementor to pass an object and allow axios to convert it to FormData (#3757)
    • Removed functionality that removed the the Content-Type request header when passing FormData (#3785)
    • (*) Refactored error handling implementing AxiosError as a constructor, this is a large change to error handling on the whole (#3645)
    • Separated responsibility for FormData instantiation between transformRequest and toFormData (#4470)
    • (*) Improved and fixed multiple issues with FormData support (#4448)

    QOL and DevX improvements:

    • Added a multipart/form-data testing playground allowing contributors to debug changes easily (#4465)

    Fixes and Functionality:

    • Refactored project file structure to avoid circular imports (#4515) & (#4516)
    • Bumped follow-redirects to ^1.14.9 (#4562)

    Internal and Tests:

    • Updated dev dependencies to latest version

    Documentation:

    • Fixing incorrect link in changelog (#4551)

    Notes:

    • (*) Please read these pull requests before updating, these changes are very impactful and far reaching.

    0.26.1 (March 9, 2022)

    Fixes and Functionality:

    • Refactored project file structure to avoid circular imports (#4220)

    0.26.0 (February 13, 2022)

    Fixes and Functionality:

    • Fixed The timeoutErrorMessage property in config not work with Node.js (#3581)
    • Added errors to be displayed when the query parsing process itself fails (#3961)
    • Fix/remove url required (#4426)
    • Update follow-redirects dependency due to Vulnerability (#4462)

    ... (truncated)

    Commits
    • bc733fe Releasing v0.27.2
    • b9e9fb4 Enhanced protocol parsing implementation to fix #4633; (#4639)
    • 76432c1 Fixed FormData posting in browser environment by reverting #3785; (#4640)
    • 82fd15f Combined build process and cleaned it up a bit
    • 1d82af1 Fixing issues with bundle sizes
    • bcb166e Fixed incorrect date in changelog
    • 838f53b Merge branch 'master' of github.com:axios/axios
    • cb9c534 Releasing v0.27.1
    • 91d21fc Releasing v0.72.1
    • 167cb8b Remove eslint-g package as this seems have been added in error
    • Additional commits viewable in compare view

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    dependencies javascript 
    opened by dependabot[bot] 3
  • File not found

    File not found

    The PFA file Worker is not found. And the said folder contains various errors when opened in my IDE.

    https://github.com/Giskard-AI/giskard/blob/92d1deb14bbe47a7df222def72d5297ce0cbb50f/giskard-server/src/main/java/ai/giskard/ml/MLWorkerClient.java#L10

    Screenshot from 2022-09-27 23-23-11

    opened by p4puniya 3
  • No 'good first issues'.

    No 'good first issues'.

    No Good First Issues.

    As a budding community, it's necessary to attract the new talent towards one's organisation. And 'G.F.I.' is the best practice to do that. But I didn't find any such issues.

    πŸ“Ž Additional context

    A few good first issues can be:

    • Modifying the documentations.
    • Updating tags such as version, Licence etc in the readme.md and other documents whenever there's a new update.
    • Adding hyperlinks to the necessary models (such as PyTorch, TensorFlow etc) to make the docs more interactive.
    • Adding operating demos about a particular feature.
    • Other issues that are time consuming but simple and easy. As long as there's something for the newcomers to do... The community will grow.
    question 
    opened by p4puniya 0
  • GSK-281 Make Giskard work for >100 classification labels

    GSK-281 Make Giskard work for >100 classification labels

    GSK-281 First Implementation.

    • Display only the 5 most probabilistic categories on the result panel
    • If there are more than 5, display a "View more" button
    • Once clicked, a popup appeard with a bigger chart
    • 15 categories displayed, if more scroller appears
    • Research bar at the top, match the strings (uppercase not taken in account)
    • Research bar keeps the user's input in mind when he changes the row of the dataset.
    • Alphabetically orderd, and centered around the most important probability.
    opened by thomasabou01 2
Releases(v1.2.0)
  • v1.2.0(Sep 2, 2022)

    What's Changed

    • Configure devcontainer for codespaces setup by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/119
    • Bump jackson-dataformat-yaml from 2.13.2 to 2.13.3 in /giskard-server by @dependabot in https://github.com/Giskard-AI/giskard/pull/108
    • Bump springdoc-openapi-ui from 1.6.7 to 1.6.9 in /giskard-server by @dependabot in https://github.com/Giskard-AI/giskard/pull/106
    • Bump com.google.cloud.tools.jib from 3.2.0 to 3.2.1 in /giskard-server by @dependabot in https://github.com/Giskard-AI/giskard/pull/107
    • Bump zstd-jni from 1.5.2-2 to 1.5.2-3 in /giskard-server by @dependabot in https://github.com/Giskard-AI/giskard/pull/110
    • Bump great-expectations from 0.15.8 to 0.15.11 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/118
    • Bump grpcio from 1.46.3 to 1.47.0 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/117
    • GSK-138: Delete labels in inspection by @qgk75 in https://github.com/Giskard-AI/giskard/pull/90
    • added mixpanel analytics collection by @andreybavt in https://github.com/Giskard-AI/giskard/pull/127
    • Update favicon by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/130
    • GSK-184 Giskard client: drop target variable from df by @andreybavt in https://github.com/Giskard-AI/giskard/pull/136
    • Create CONTRIBUTING.md by @jmsquare in https://github.com/Giskard-AI/giskard/pull/129
    • GSK-162: Make the error message more explicit by @jmsquare in https://github.com/Giskard-AI/giskard/pull/154
    • Threshold for performance test for regression by @jmsquare in https://github.com/Giskard-AI/giskard/pull/153
    • show API token expiry date by @andreybavt in https://github.com/Giskard-AI/giskard/pull/155
    • Task/gsk 187 add link to upload UI by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/156
    • skip sonar for dependabot by @andreybavt in https://github.com/Giskard-AI/giskard/pull/159
    • Bump moment from 2.29.3 to 2.29.4 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/160
    • Sort SHAP explanation charts by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/144
    • Bump great-expectations from 0.15.11 to 0.15.14 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/168
    • Bump io.freefair.lombok from 6.4.1 to 6.5.0.3 in /giskard-server by @dependabot in https://github.com/Giskard-AI/giskard/pull/167
    • Bump @vue/cli-service from 5.0.4 to 5.0.8 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/162
    • Bump vuetify from 2.6.6 to 2.6.7 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/166
    • Bump vue-echarts from 6.0.3 to 6.2.3 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/163
    • Bump eslint from 8.17.0 to 8.20.0 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/165
    • GSK-190 added updated files from previous branch by @princyiakov in https://github.com/Giskard-AI/giskard/pull/169
    • GSK-166 Custom filtering for regression is not working by @andreybavt in https://github.com/Giskard-AI/giskard/pull/171
    • AWS AMI creation by @reneab in https://github.com/Giskard-AI/giskard/pull/161
    • Bump terser from 5.14.0 to 5.14.2 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/170
    • Bump @vue/cli-plugin-typescript from 5.0.4 to 5.0.8 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/174
    • Bump great-expectations from 0.15.14 to 0.15.15 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/179
    • Gsk 205 metamorphic test for categorical perturbation is not working by @princyiakov in https://github.com/Giskard-AI/giskard/pull/181
    • GSK-214 sample custom test by @princyiakov in https://github.com/Giskard-AI/giskard/pull/182
    • Bump @sentry/types from 7.1.0 to 7.7.0 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/180
    • Bump date-fns from 2.28.0 to 2.29.1 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/176
    • Bump @typescript-eslint/eslint-plugin from 5.27.1 to 5.31.0 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/177
    • Gsk 206 refactor demo projects by @princyiakov in https://github.com/Giskard-AI/giskard/pull/173
    • Delete LICENSE by @andreybavt in https://github.com/Giskard-AI/giskard/pull/185
    • Script and service for AMI creation by @reneab in https://github.com/Giskard-AI/giskard/pull/184
    • Add project key display on projects page by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/188
    • Remove dataset ui upload by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/187
    • Bump vuetify from 2.6.7 to 2.6.8 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/190
    • Bump vue and vue-template-compiler in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/191
    • Bump sass from 1.52.2 to 1.54.0 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/192
    • Bump @fortawesome/vue-fontawesome from 2.0.6 to 2.0.8 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/193
    • GSK-206 fix pytorch model by @princyiakov in https://github.com/Giskard-AI/giskard/pull/186
    • GSK-232 target column not available validation added for performance … by @princyiakov in https://github.com/Giskard-AI/giskard/pull/194
    • Bump @fortawesome/fontawesome-svg-core from 6.1.1 to 6.1.2 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/198
    • Bump eslint from 8.20.0 to 8.21.0 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/199
    • Bump @types/node from 17.0.41 to 18.6.5 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/196
    • Bump vuetify-loader from 1.7.3 to 1.9.2 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/197
    • Bump great-expectations from 0.15.16 to 0.15.17 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/202
    • Bump core-js from 3.22.8 to 3.24.1 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/200
    • Disable SHAP for a single feature by @alexcombessie in https://github.com/Giskard-AI/giskard/pull/204
    • Bump pydantic from 1.9.1 to 1.9.2 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/214
    • Bump echarts from 5.3.2 to 5.3.3 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/207
    • Bump sass from 1.54.0 to 1.54.4 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/209
    • Bump springdoc-openapi-ui from 1.6.9 to 1.6.10 in /giskard-server by @dependabot in https://github.com/Giskard-AI/giskard/pull/210
    • Bump typescript from 4.7.3 to 4.7.4 in /giskard-frontend by @dependabot in https://github.com/Giskard-AI/giskard/pull/212
    • Bump nbconvert from 5.5.0 to 6.3.0 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/205
    • Bug/gsk 212 demo notebook bug shapley doesn't work for pytorch model by @princyiakov in https://github.com/Giskard-AI/giskard/pull/206
    • Bump mistune from 0.8.4 to 2.0.3 in /giskard-ml-worker by @dependabot in https://github.com/Giskard-AI/giskard/pull/215
    • replace nan values in dataset before writing CSV by @andreybavt in https://github.com/Giskard-AI/giskard/pull/225
    • Gsk 234 improve current tests by @princyiakov in https://github.com/Giskard-AI/giskard/pull/195
    • Bug/gsk 254 auc test throws error for multiclass model with small dataset by @princyiakov in https://github.com/Giskard-AI/giskard/pull/230

    New Contributors

    • @jmsquare made their first contribution in https://github.com/Giskard-AI/giskard/pull/129
    • @reneab made their first contribution in https://github.com/Giskard-AI/giskard/pull/161

    Full Changelog: https://github.com/Giskard-AI/giskard/compare/v1.1.0...v1.2.0

    Source code(tar.gz)
    Source code(zip)
  • v1.1.0(Jun 24, 2022)

  • v1.0.0(Jun 9, 2022)

  • v0.2.0(May 4, 2022)

  • v0.1.1(Apr 11, 2022)

Owner
Giskard
Deliver ML products, better & faster.
Giskard
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