|
@@ -18,5 +18,27 @@ Relativly sedate day, mostly just rewriting the dataset system to ensure that lo
|
|
|
- Investigate BNNs further
|
|
|
|
|
|
## Monday, June 17, 2024
|
|
|
-First day of Week 3!
|
|
|
+First day of Week 3! Pretty slow today as well, mainly working on ECE and figuring out why the coverage curves are so weird. Reading more about ensemble methods, going to try some calibration techniques. Overall, though, pretty good! Hope to be able to do some more after meeting with Ali and maybe Brayden, potentially look at some training methods (bagging, boosting etc.) and continue to investigate the weird coverage metrics.
|
|
|
+
|
|
|
+### Progress
|
|
|
+- Implemented ECE metric
|
|
|
+- Continued reading about uncertainty quantification
|
|
|
+- Looked into bagging/boosting implementations
|
|
|
+
|
|
|
+### Future
|
|
|
+- Continue to investigate low accuracy at high certainty
|
|
|
+- Continue reading
|
|
|
+- Meet with Ali Wednesday
|
|
|
+
|
|
|
+
|
|
|
+### Tuesday, June 18, 2024
|
|
|
+Slow day today, mostly continued with reading. Began training a new model with 100x30 runs/epochs, should be able to serve as base model for future work now that the data is deterministic
|
|
|
+
|
|
|
+### Progress
|
|
|
+- Continued to read about calibration and calibration errors
|
|
|
+- Investigated libraries for ensemble tranining
|
|
|
+
|
|
|
+### Future
|
|
|
+- Meet with Ali
|
|
|
+- Continue reading
|
|
|
|