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vanderbilt-data-science
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ancient-artifacts
Dynamic image analysis to identify ancient artifacts in soil samples. We will work on microdebitage (the debris of ancient stone knapping first) and later expand to other materials (e.g., mortars).
MIT License
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improve readability of readme closes #99
#100
jessespencersmith
opened
2 years ago
0
Update Readme with Mike's Name
#99
jessespencersmith
opened
2 years ago
0
Create general overview of code structure and use-cases
#98
csbell-vu
opened
3 years ago
0
Generalize data loading functionality for any output of PartAn analyzer
#97
csbell-vu
closed
3 years ago
0
Examine data for calibration drift contributions to labeling and model/test in reversed orders
#96
csbell-vu
opened
3 years ago
1
Extract a list of the misclassified particles with score of (0.45 to 0.55 - e.g. - we can redefine this) to inspect and see what causes the mismatch
#95
csbell-vu
closed
3 years ago
0
extend 51 notebook with comparative plots
#94
amandasarubbi
closed
3 years ago
1
Inference notebook additions
#93
riethae
closed
3 years ago
1
PR: adding comparisons between models
#92
csbell-vu
closed
3 years ago
1
Updates to 54-cv-comparison.Rmd
#91
riethae
closed
3 years ago
1
Ensure plots have appropriate titles and labels
#90
csbell-vu
closed
3 years ago
0
include ROC and calibration curve
#89
amandasarubbi
closed
3 years ago
0
PR: 71 load save
#88
csbell-vu
closed
3 years ago
0
Extend the 54 notebook to contain comparative plots for ROC and calibration
#87
csbell-vu
closed
3 years ago
0
Comparison of Cross Validation Metrics
#86
riethae
closed
3 years ago
0
Re-run models without Fiber-length variable
#85
umangchaudhry
opened
3 years ago
1
Identifying derived variables
#84
markus-eberl
opened
3 years ago
1
PR: glmnet results, ROC curve, miscellaneous
#83
csbell-vu
closed
3 years ago
1
Ensure uniqueness (or limit duplication) of rows
#82
csbell-vu
closed
3 years ago
0
Remove unwanted/unknown variables from dataset
#81
csbell-vu
opened
3 years ago
0
split up 40 and 50 notebooks for xgboost performance
#80
amandasarubbi
closed
3 years ago
0
Add data assertion
#79
amandasarubbi
closed
3 years ago
0
generalized EDA with current variables
#78
MJRAJ01
closed
3 years ago
0
Prediction probability plot
#77
MJRAJ01
closed
3 years ago
1
Add assertions to verify that `f_width<6` and `f_width > 0.125`
#76
csbell-vu
closed
3 years ago
0
Separated glmnet into 40 and 50 with conf_mat update
#75
csbell-vu
closed
3 years ago
0
Add thresholding to scores for hard classification
#74
csbell-vu
opened
3 years ago
0
Random Forest Refactor
#73
riethae
closed
3 years ago
1
Add ROC curves for model evaluation and comparison
#72
csbell-vu
closed
3 years ago
0
Add model/object loading/saving functionality to facilitate analysis via 50-series notebooks
#71
csbell-vu
closed
3 years ago
0
Naive bayes refactor
#70
MJRAJ01
closed
3 years ago
0
Refactor-updates: a base for pair programming
#69
csbell-vu
closed
3 years ago
0
Update 20-EDA with new purled function from 10
#68
MJRAJ01
closed
3 years ago
0
Add docstrings for functions
#67
MJRAJ01
closed
3 years ago
0
Update code to filter microdebitage and update artifact_data df
#66
sierra918
closed
3 years ago
0
Use purl + source to load Rmd code snippets into inference or modeling (or other) notebooks for ease of use
#65
csbell-vu
closed
3 years ago
0
Make sure filtered microdebitage updates `artifact_data` dataframe
#64
csbell-vu
closed
3 years ago
0
Create package for functionality for distribution
#63
csbell-vu
opened
3 years ago
0
Convert scores to probabilities
#62
csbell-vu
opened
3 years ago
0
Evaluate calibration of different models
#61
csbell-vu
closed
3 years ago
2
Plot probabilities of different particles in the given classes
#60
umangchaudhry
closed
3 years ago
1
Create inference notebook
#59
umangchaudhry
closed
3 years ago
2
Split notebooks into modeling (40) + performance (50)
#58
umangchaudhry
closed
3 years ago
0
Generalize the Performance Metrics
#57
MJRAJ01
closed
3 years ago
1
Compare Cross Validation Metrics across Models
#56
MJRAJ01
closed
3 years ago
0
Generalized Variable Importance
#55
riethae
closed
3 years ago
1
summary info and confusion matrix
#54
amandasarubbi
closed
3 years ago
1
generalized prediction dataframes
#53
amandasarubbi
closed
3 years ago
0
Generate model with earth
#52
MJRAJ01
opened
3 years ago
0
Generalize cross-validation performance metrics
#51
MJRAJ01
closed
3 years ago
0
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