Releases: Giskard-AI/giskard
Releases · Giskard-AI/giskard
Project export and slicing
What's Changed
- Export/Import projects ✉️
- Possibility to filter inspected datasets by defining slices 🔪
- Enhanced LIME explainer with possibility to set threshold from the UI 🍋
- Simplified user management by opening access without login by default 👩💻
- Fixed ML Worker issues related to disconnecting after a while 🐍
- Numerous bug fixes and minor improvements 🐞
New Contributors
- @Googleton and @kevinmessiaen, new giskardians 🐢
- @p4puniya made their first contribution in #621 ✨
Full Changelog: v1.3.2...v1.4.0
External ML Worker
External ML Worker - a new way to execute models 🐍
This new feature allows reusing existing Python code environments when executing models. No need to re-create new environments with the same packages as at the model creation time.
It requires giskard
python package of version 1.7.0
more information is available in the documentation
Other changes 📜
- API for test execution
- Disparate impact test
- Improved test UI
- Improved Inspection UI for classification models
- Better example notebooks
- Better support for large models
- Customisable number of Lime samples
- arm64 docker images
New Contributors 👋
- @thomasabou01
- @rabah-khalek
Full Changelog: v1.2.0...v1.3.0
v1.2.0 Better UX and robustness
What's Changed
- Configure devcontainer for codespaces setup by @alexcombessie in #119
- Bump jackson-dataformat-yaml from 2.13.2 to 2.13.3 in /giskard-server by @dependabot in #108
- Bump springdoc-openapi-ui from 1.6.7 to 1.6.9 in /giskard-server by @dependabot in #106
- Bump com.google.cloud.tools.jib from 3.2.0 to 3.2.1 in /giskard-server by @dependabot in #107
- Bump zstd-jni from 1.5.2-2 to 1.5.2-3 in /giskard-server by @dependabot in #110
- Bump great-expectations from 0.15.8 to 0.15.11 in /giskard-ml-worker by @dependabot in #118
- Bump grpcio from 1.46.3 to 1.47.0 in /giskard-ml-worker by @dependabot in #117
- GSK-138: Delete labels in inspection by @qgk75 in #90
- added mixpanel analytics collection by @andreybavt in #127
- Update favicon by @alexcombessie in #130
- GSK-184 Giskard client: drop target variable from df by @andreybavt in #136
- Create CONTRIBUTING.md by @jmsquare in #129
- GSK-162: Make the error message more explicit by @jmsquare in #154
- Threshold for performance test for regression by @jmsquare in #153
- show API token expiry date by @andreybavt in #155
- Task/gsk 187 add link to upload UI by @alexcombessie in #156
- skip sonar for dependabot by @andreybavt in #159
- Bump moment from 2.29.3 to 2.29.4 in /giskard-frontend by @dependabot in #160
- Sort SHAP explanation charts by @alexcombessie in #144
- Bump great-expectations from 0.15.11 to 0.15.14 in /giskard-ml-worker by @dependabot in #168
- Bump io.freefair.lombok from 6.4.1 to 6.5.0.3 in /giskard-server by @dependabot in #167
- Bump @vue/cli-service from 5.0.4 to 5.0.8 in /giskard-frontend by @dependabot in #162
- Bump vuetify from 2.6.6 to 2.6.7 in /giskard-frontend by @dependabot in #166
- Bump vue-echarts from 6.0.3 to 6.2.3 in /giskard-frontend by @dependabot in #163
- Bump eslint from 8.17.0 to 8.20.0 in /giskard-frontend by @dependabot in #165
- GSK-190 added updated files from previous branch by @princyiakov in #169
- GSK-166 Custom filtering for regression is not working by @andreybavt in #171
- AWS AMI creation by @reneab in #161
- Bump terser from 5.14.0 to 5.14.2 in /giskard-frontend by @dependabot in #170
- Bump @vue/cli-plugin-typescript from 5.0.4 to 5.0.8 in /giskard-frontend by @dependabot in #174
- Bump great-expectations from 0.15.14 to 0.15.15 in /giskard-ml-worker by @dependabot in #179
- Gsk 205 metamorphic test for categorical perturbation is not working by @princyiakov in #181
- GSK-214 sample custom test by @princyiakov in #182
- Bump @sentry/types from 7.1.0 to 7.7.0 in /giskard-frontend by @dependabot in #180
- Bump date-fns from 2.28.0 to 2.29.1 in /giskard-frontend by @dependabot in #176
- Bump @typescript-eslint/eslint-plugin from 5.27.1 to 5.31.0 in /giskard-frontend by @dependabot in #177
- Gsk 206 refactor demo projects by @princyiakov in #173
- Delete LICENSE by @andreybavt in #185
- Script and service for AMI creation by @reneab in #184
- Add project key display on projects page by @alexcombessie in #188
- Remove dataset ui upload by @alexcombessie in #187
- Bump vuetify from 2.6.7 to 2.6.8 in /giskard-frontend by @dependabot in #190
- Bump vue and vue-template-compiler in /giskard-frontend by @dependabot in #191
- Bump sass from 1.52.2 to 1.54.0 in /giskard-frontend by @dependabot in #192
- Bump @fortawesome/vue-fontawesome from 2.0.6 to 2.0.8 in /giskard-frontend by @dependabot in #193
- GSK-206 fix pytorch model by @princyiakov in #186
- GSK-232 target column not available validation added for performance … by @princyiakov in #194
- Bump @fortawesome/fontawesome-svg-core from 6.1.1 to 6.1.2 in /giskard-frontend by @dependabot in #198
- Bump eslint from 8.20.0 to 8.21.0 in /giskard-frontend by @dependabot in #199
- Bump @types/node from 17.0.41 to 18.6.5 in /giskard-frontend by @dependabot in #196
- Bump vuetify-loader from 1.7.3 to 1.9.2 in /giskard-frontend by @dependabot in #197
- Bump great-expectations from 0.15.16 to 0.15.17 in /giskard-ml-worker by @dependabot in #202
- Bump core-js from 3.22.8 to 3.24.1 in /giskard-frontend by @dependabot in #200
- Disable SHAP for a single feature by @alexcombessie in #204
- Bump pydantic from 1.9.1 to 1.9.2 in /giskard-ml-worker by @dependabot in #214
- Bump echarts from 5.3.2 to 5.3.3 in /giskard-frontend by @dependabot in #207
- Bump sass from 1.54.0 to 1.54.4 in /giskard-frontend by @dependabot in #209
- Bump springdoc-openapi-ui from 1.6.9 to 1.6.10 in /giskard-server by @dependabot in #210
- Bump typescript from 4.7.3 to 4.7.4 in /giskard-frontend by @dependabot in #212
- Bump nbconvert from 5.5.0 to 6.3.0 in /giskard-ml-worker by @dependabot in #205
- Bug/gsk 212 demo notebook bug shapley doesn't work for pytorch model by @princyiakov in #206
- Bump mistune from 0.8.4 to 2.0.3 in /giskard-ml-worker by @dependabot in #215
- replace nan values in dataset before writing CSV by @andreybavt in #225
- Gsk 234 improve current tests by @princyiakov in #195
- Bug/gsk 254 auc test throws error for multiclass model with small dataset by @princyiakov in #230
New Contributors
Full Changelog: v1.1.0...v1.2.0
v1.1.0 - Better demo projects
- improved demo projects
- allowed inspection of larger models
- bugfixes
v1.0.0 - AI Test
requires giskard python library to upload models and datasets
install it withpip install giskard
Added AI Test - test execution capability
v0.2.0
- Better AI inspect navigation with hotkeys
- Embedded demo project
0.1.1
- added support of
classification_threshold
in AI Inspector - fixed stale SHAP error in the UI