v0.20

Changelog

• Aliro v0.20 adds the ability to chat with the OpenAI API. Talk to a Large Language Model (LLM) about your dataset and discuss the experiment results. Plus, you can also request that the LLM provide custom scripts to modify or clean up your dataset.
• Docker images are now built using docker buildx, which is used to build multi-architecture (amd64, arm64) images with a single command.
  • These multi-architecture versions are uploaded to Docker Hub. This means that this same build can be run on amd64 processors and arm64 (e.g. M1 Mac and Raspberry Pi)

---

See the documentation at https://epistasislab.github.io/Aliro/ for more instructions.

Requirements:

See the installation instructions for prerequisite software requirements.

Installation:

1. Download the production zip Aliro-0_20.zip from the Assets section below (be sure not to download the source code zip).
2. Unzip the archive
3. Follow the steps in the Running section below.

Running:

See Using Aliro for instructions.

• From the command line, navigate to the Aliro directory and run the command docker-compose up to start the Aliro server.
• To stop Aliro, kill the process with ctrl+c and wait for the server to shut down.
• Once the webserver is up, connect to http://localhost:5080/ to access the website.

What's Changed

• Aliro Ed installation instructions by @jay-m-dev in #479
• force line breaks before screenshots by @jay-m-dev in #480
• Docker updates by @jay-m-dev in #483
• add proto type of interactive and responsive confusion matrix by @HyunjunA in #485
• Docker updates by @jay-m-dev in #486
• just test by @HyunjunA in #487
• arm64 wheels for sklearn, pandas, sklean by @HyunjunA in #488
• upload the whl file of scikit_surprise 1.1.1 by @HyunjunA in #489
• Update product page and api.rst and skl_util.py on pca, tsne, and learning curve by @HyunjunA in #492
• remove test component for confusion matrix by @HyunjunA in #493
• add wheel of sckit_surprise-1.1.1.1 for arm 64 by @HyunjunA in #495
• Add documentations for plot_learning_curve, plot_tsne_2d, and plot, add sklearn-surprise 1.1.1.1 whl file by @HyunjunA in #496
• Docker updates by @jay-m-dev in #497
• Bump flat and mocha in /machine by @dependabot in #512
• Added exe and mp4 to .gitignore file by @HyunjunA in #519
• remove console.log and comments by @HyunjunA in #526
• Downloads badge by @jay-m-dev in #528
• old files, gitmodule, headers by @jay-m-dev in #529
• Logoandothers by @HyunjunA in #530
• Logoandothers by @HyunjunA in #531
• User guide update by @HyunjunA in #532
• User guide update by @HyunjunA in #533
• remove aliro and aliroed websites by @HyunjunA in #534
• Updated userguide by @jay-m-dev in #535
• Activated git lfs on documentation png files by @jay-m-dev in #536
• Bump json5 and html-webpack-plugin in /lab/webapp by @dependabot in #518
• Bump terser from 4.7.0 to 4.8.1 in /lab/webapp by @dependabot in #370
• Bump xmldom and plist in /lab/webapp by @dependabot in #377
• Bump socket.io-parser from 3.3.2 to 3.3.3 in /lab by @dependabot in #392
• Update charts for regression task by @HyunjunA in #540
• Bump socket.io-parser from 3.3.2 to 3.3.3 in /lab/webapp by @dependabot in #394
• Bump engine.io and socket.io in /lab by @dependabot in #412
• Bump decode-uri-component from 0.2.0 to 0.2.2 in /lab by @dependabot in #430
• Bump decode-uri-component from 0.2.0 to 0.2.2 in /lab/webapp by @dependabot in #431
• Bump json5 from 2.1.3 to 2.2.3 in /lab by @dependabot in #517
• Update explanation in the "What is AliroEd?" by @HyunjunA in #541
• updated docs screenshot links by @jay-m-dev in #542
• Fixed incompatible version of webpack-cli by @jay-m-dev in #543
• Updated logo links and webpack-cli by @jay-m-dev in #544
• Bump ajv from 6.12.0 to 6.12.6 in /lab by @dependabot in #348
• Bump ajv from 6.10.2 to 6.12.6 in /machine by @dependabot in #349
• Bump ajv from 6.10.0 to 6.12.6 in /lab/webapp by @dependabot in #350
• Bump qs from 6.5.2 to 6.5.3 in /machine by @dependabot in #439
• Bump qs from 6.5.2 to 6.5.3 in /lab by @dependabot in #440
• Bump qs from 6.5.2 to 6.5.3 in /lab/webapp by @dependabot in #515
• Bump minimist from 1.2.5 to 1.2.7 in /lab by @dependabot in #537
• Bump loader-utils and webpack-cli in /lab/webapp by @dependabot in #538
• Bump qs, body-parser and express in /machine by @dependabot in #545
• Bump minimatch from 3.0.4 to 3.1.2 in /machine by @dependabot in #546
• Bump qs, body-parser and express in /lab by @dependabot in #547
• Bump minimatch from 3.0.4 to 3.1.2 in /lab/webapp by @dependabot in #548
• Bump minimatch from 3.0.4 to 3.1.2 in /lab by @dependabot in #549
• Update center name for aliroed rasp page by @HyunjunA in #553
• update center name by @HyunjunA in #554
• update interactive charts for regression task by @HyunjunA in #555
• fixed architecture diagram link in dev guide by @jay-m-dev in #559
• remove comments in the scatterplot component by @HyunjunA in #560
• retabbed py files, using 4 spaces per PEP 8 style by @jay-m-dev in #561
• Remove old code files by @HyunjunA in #562
• tabs to spaces and file headers by @jay-m-dev in #564
• udpated user and developer guides, fixed typos and links by @jay-m-dev in #568
• Update react and validateDataset.py to make errors on uploads more user-friendly by @HyunjunA in #571
• original code by @HyunjunA in #572
• Update validateDataset.py to show errors on uploads more user-friendly by @HyunjunA in #573
• added lab_api to documentation by @jay-m-dev in #574
• removed gitmodules dependancy for pennai-arm64-deps by @jay-m-dev in #575
• Make errors on uploads more user-friendly by @HyunjunA in #576
• Update error message to show aliro user guide by @HyunjunA in #577
• Update unit test by @HyunjunA in #578
• updated release version number by @jay-m-dev in #579
• Openai connection by @jay-m-dev in #580
• Openai chatapi docs and bug fixes by @jay-m-dev in #581
• Revert "updated release version number" by @nickotto in #583
• Aliro GPT by @jay-m-dev in #591
• Unit regress by @jay-m-dev in #593
• Release multiarch by @jay-m-dev in #594
• Fix code executions by @jay-m-dev in #599
• Aliroed examples by @jay-m-dev in #600
• Aliroed examples image url fix by @jay-m-dev in #601
• Aliroed examples - fix installation line breaks by @jay-m-dev in #602
• Aliroed examples - fix last image url by @jay-m-dev in #603
• Fix code executions by @jay-m-dev in #606

New Contributors

• @nickotto made their first contribution in #583

Full Changelog: v0.19...v0.20

What's Changed

• Aliro Ed installation instructions by @jay-m-dev in #479
• force line breaks before screenshots by @jay-m-dev in #480
• Docker updates by @jay-m-dev in #483
• add proto type of interactive and responsive confusion matrix by @HyunjunA in #485
• Docker updates by @jay-m-dev in #486
• just test by @HyunjunA in #487
• arm64 wheels for sklearn, pandas, sklean by @HyunjunA in #488
• upload the whl file of scikit_surprise 1.1.1 by @HyunjunA in #489
• Update product page and api.rst and skl_util.py on pca, tsne, and learning curve by @HyunjunA in #492
• remove test component for confusion matrix by @HyunjunA in #493
• add wheel of sckit_surprise-1.1.1.1 for arm 64 by @HyunjunA in #495
• Add documentations for plot_learning_curve, plot_tsne_2d, and plot, add sklearn-surprise 1.1.1.1 whl file by @HyunjunA in #496
• Docker updates by @jay-m-dev in #497
• Bump flat and mocha in /machine by @dependabot in #512
• Added exe and mp4 to .gitignore file by @HyunjunA in #519
• remove console.log and comments by @HyunjunA in #526
• Downloads badge by @jay-m-dev in #528
• old files, gitmodule, headers by @jay-m-dev in #529
• Logoandothers by @HyunjunA in #530
• Logoandothers by @HyunjunA in #531
• User guide update by @HyunjunA in #532
• User guide update by @HyunjunA in #533
• remove aliro and aliroed websites by @HyunjunA in #534
• Updated userguide by @jay-m-dev in #535
• Activated git lfs on documentation png files by @jay-m-dev in #536
• Bump json5 and html-webpack-plugin in /lab/webapp by @dependabot in #518
• Bump terser from 4.7.0 to 4.8.1 in /lab/webapp by @dependabot in #370
• Bump xmldom and plist in /lab/webapp by @dependabot in #377
• Bump socket.io-parser from 3.3.2 to 3.3.3 in /lab by @dependabot in #392
• Update charts for regression task by @HyunjunA in #540
• Bump socket.io-parser from 3.3.2 to 3.3.3 in /lab/webapp by @dependabot in #394
• Bump engine.io and socket.io in /lab by @dependabot in #412
• Bump decode-uri-component from 0.2.0 to 0.2.2 in /lab by @dependabot in #430
• Bump decode-uri-component from 0.2.0 to 0.2.2 in /lab/webapp by @dependabot in #431
• Bump json5 from 2.1.3 to 2.2.3 in /lab by @dependabot in #517
• Update explanation in the "What is AliroEd?" by @HyunjunA in #541
• updated docs screenshot links by @jay-m-dev in #542
• Fixed incompatible version of webpack-cli by @jay-m-dev in #543
• Updated logo links and webpack-cli by @jay-m-dev in #544
• Bump ajv from 6.12.0 to 6.12.6 in /lab by @dependabot in #348
• Bump ajv from 6.10.2 to 6.12.6 in /machine by @dependabot in #349
• Bump ajv from 6.10.0 to 6.12.6 in /lab/webapp by @dependabot in #350
• Bump qs from 6.5.2 to 6.5.3 in /machine by @dependabot in #439
• Bump qs from 6.5.2 to 6.5.3 in /lab by @dependabot in #440
• Bump qs from 6.5.2 to 6.5.3 in /lab/webapp by @dependabot in #515
• Bump minimist from 1.2.5 to 1.2.7 in /lab by @dependabot in #537
• Bump loader-utils and webpack-cli in /lab/webapp by @dependabot in #538
• Bump qs, body-parser and express in /machine by @dependabot in #545
• Bump minimatch from 3.0.4 to 3.1.2 in /machine by @dependabot in #546
• Bump qs, body-parser and express in /lab by @dependabot in #547
• Bump minimatch from 3.0.4 to 3.1.2 in /lab/webapp by @dependabot in #548
• Bump minimatch from 3.0.4 to 3.1.2 in /lab by @dependabot in #549
• Update center name for aliroed rasp page by @HyunjunA in #553
• update center name by @HyunjunA in #554
• update interactive charts for regression task by @HyunjunA in #555
• fixed architecture diagram link in dev guide by @jay-m-dev in #559
• remove comments in the scatterplot component by @HyunjunA in #560
• retabbed py files, using 4 spaces per PEP 8 style by @jay-m-dev in #561
• Remove old code files by @HyunjunA in #562
• tabs to spaces and file headers by @jay-m-dev in #564
• udpated user and developer guides, fixed typos and links by @jay-m-dev in #568
• Update react and validateDataset.py to make errors on uploads more user-friendly by @HyunjunA in #571
• original code by @HyunjunA in #572
• Update validateDataset.py to show errors on uploads more user-friendly by @HyunjunA in #573
• added lab_api to documentation by @jay-m-dev in #574
• removed gitmodules dependancy for pennai-arm64-deps by @jay-m-dev in #575
• Make errors on uploads more user-friendly by @HyunjunA in #576
• Update error message to show aliro user guide by @HyunjunA in #577
• Update unit test by @HyunjunA in #578
• updated release version number by @jay-m-dev in #579
• Openai connection by @jay-m-dev in #580
• Openai chatapi docs and bug fixes by @jay-m-dev in #581
• Revert "updated release version number" by @nickotto in #583
• Aliro GPT by @jay-m-dev in #591
• Unit regress by @jay-m-dev in #593
• Release multiarch by @jay-m-dev in #594
• Fix code executions by @jay-m-dev in #599
• Aliroed examples by @jay-m-dev in #600
• Aliroed examples image url fix by @jay-m-dev in #601
• Aliroed examples - fix installation line breaks by @jay-m-dev in #602
• Aliroed examples - fix last image url by @jay-m-dev in #603
• Fix code executions by @jay-m-dev in #606
• Update release procedure instructions by @jay-m-dev in #608

New Contributors

• @nickotto made their first contribution in #583

Full Changelog: v0.19...v0.20