Changes between October, 31st and November, 6th
What's Changed
Empirical Study ⚗️
- Improved adversarial validation and memory-constrained CSV loading ⛑️ by @KarelZe in #17, #18 and #24
- Implementation of (promising) GBM baseline, Bayesian search, some classical rules and robustness checks🧸 by @KarelZe in #19
- Experimented with training models on
runpods.io
to mitigate severe performance issues withGoogle Colab
Writing 📖
- Restructured readme ☄️ by @KarelZe in #21 and #22
- Added 15+ literature notes to zettelkasten 🗃️ by @KarelZe in #23 and #20
- Researched additional 30+ papers to read in the next week
Outlook for Upcoming Week 🔭
- start with explanatory data analysis
- investigate differences in the accuracy of classical rules with regard to @CaroGrau paper
- start implementing a transformer-based baseline
- add more notes to zettelkasten
- bundle training scripts in docker container
Full Changelog: v0.1.9...v0.2.0