Commit History

cleaned up code/print statements/comments
e703447

Katherine commited on

ablation fix
58e5588

Katherine commited on

Merge branch 'katherine_branch'
ac5cc9d

Katherine commited on

revised readme/setup/added diagnose leakage back
04f77e4

Katherine commited on

file organization/deleting redundant files
cfaa360

Katherine commited on

Merge branch 'main' of https://github.com/sashpol111/burnout-tracker
17ef969

Katherine commited on

file organization / deletion
e3188b7

Katherine commited on

rewrite comments in data_loader.py and data_pipeline.py
fd99b8f

sashpol commited on

created data pipeline engineering: 3 sources (apis and synthetic data) merged into 1 data set
3239ea2

Katherine commited on

fixed error analysis
05977bf

Katherine commited on

rewrote / fixed error_analysis. generates png of 4 visualizations
8799217

Katherine commited on

fixed ai coach--multi-step ML pipeline that connects multiple models
04fe416

Katherine commited on

implemented regularization techniques: l1/l2 & early stopping
9b132e1

Katherine commited on

fixed deterministic issue + created preprocessing data pipeline
4e48d40

Katherine commited on

preprocessing
003c0b8

Katherine commited on

DistilBERT fine-tuning complete - F1 0.753 AUC 0.925
0753fe5

sashpol commited on

synthetic data pipeline - 310 entries generated, F1 improves 0.893 to 0.895
b025afa

sashpol commited on

add synthetic data generation, error analysis, train with synthetic pipeline
be84f42

sashpol commited on

add error analysis with confusion matrix and failure case analysis
1ed515e

sashpol commited on

ablation study - 5 feature set experiments documented
4f56e6d

sashpol commited on

fix system_prompt bug in get_burnout_advice
768b66b

sashpol commited on

add Groq LLM advisor with burnout coaching
c6e3694

sashpol commited on

add visualizations - feature importance, training curves, model comparison
12275db

sashpol commited on

tune XGBoost with regularization - train 0.971 val 0.954
667d4b2

sashpol commited on

add data pipeline, baseline, and XGBoost model
c97e168

sashpol commited on