v0.0.6 - California Housing, RoofWorld20, Deprecate Boston Housing

What's Changed

• 🐛 Add DDI at ILP 2021, Fix Siwen Yan's surname by @hayesall in #16
• ✨ Add publications section to ICML README by @hayesall in #17
• ✨ California Housing Dataset by @hayesall in #20
• ✨ roofworld20 by @hayesall in #21
• ✨ Add recommended modes to fnlp README by @hayesall in #22
• 🗑️ Deprecate boston_housing by @hayesall in #23

Full Changelog: v0.0.5...v0.0.6

Drug Interactions and Toy Machines

Datasets

Added two datasets:

• drug_interactions: Devendra Singh Dhami's relational version of the drug-drug interactions dataset (#12)
• toy_machines: Toy multiclass-classification dataset based on one distributed with the ACE data mining system (#15)

Fixes and Other Changes

• Add "Julia" section to README
• Fix link to GitHub tags in README
• Fix typo in README paage -> page (#13)
• Move boston_housing background to correct location, previously it was incorrectly added to the boston_housing/ instead of boston_housing/boston_housing (#14)

Data Standardization and Validation

Standardized Data Formatting

All datasets are now validated with the grammar defined in srlearn/linter

Datasets

Four more datasets are included in this release:

• financial_nlp_small
• nell_sports
• boston_housing
• icml

Other Changes

• RELEASE_VERSION is now appended to the end of zipfiles. So instead of releasing toy_cancer.zip, this and future versions will have a version (e.g. toy_cancer_v0.0.4.zip) as part of the file name.
• Add general usage instructions to main project README.md
• Add a hash_datasets.sh script. This is not used at the moment, but can be used to get a hash value for all files in a dataset. This could be helpful for tracking whether two versions of a dataset are exactly the same, even when the zipped contents are different.
• Add lint_datasets.sh script for testing dataset content
• CI build: on pull requests and pushes to the main branch, the lint_datasets.sh script runs on all datasets under srlearn/

4 more datasets

Datasets:

• ✨ Add uwcse
• ✨ Add cora
• ✨ Add webkb
• ✨ Add citeseer

Other Changes

• 📄 Add MIT License for code in this repository
• ✨ Add Makefile to assist with builds
• 🔥 Delete ~13.8 Megabytes of unnecessary comments
• 📝 Add overview to README and srlearn/README
• 🔥 Drop Gifs/ and Images/ directories

Hotfix patch for deploying artifacts

Fix typo users -> uses

Release Test with Two Datasets

Add toy_cancer benchmark dataset
Add toy_father benchmark dataset