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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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Generate Variable Importance function
#50
MJRAJ01
closed
3 years ago
0
Take Predictions and Produce Summary with Confusion Matrix
#49
amandasarubbi
closed
3 years ago
0
Generalizing Prediction Data Frames
#48
amandasarubbi
closed
3 years ago
0
Generalize plotting functions
#47
riethae
closed
3 years ago
0
Xgboost model
#46
amandasarubbi
closed
3 years ago
4
Naive bayes
#45
MJRAJ01
closed
3 years ago
3
Random forest
#44
riethae
closed
3 years ago
2
Filter out macrodebitage (>6mm)
#43
sierra918
closed
3 years ago
0
Update 10-load-data.Rmd
#42
sierra918
closed
3 years ago
0
HTML Results with 20 Model
#41
MJRAJ01
closed
3 years ago
0
Add interaction terms to logistic regression (glmnet)
#40
csbell-vu
opened
3 years ago
0
PR: New glmnet model
#39
csbell-vu
closed
3 years ago
3
Use sieve feature to differentially analyze microdebitage by size
#38
csbell-vu
opened
3 years ago
1
Restrict EDA and modeling efforts to MICROdebitage
#37
csbell-vu
closed
3 years ago
4
Generalize modeling components for reuse between modeling strategies
#36
csbell-vu
closed
3 years ago
1
Implement glmnet tidymodel
#35
csbell-vu
closed
3 years ago
0
Implement naive bayes tidymodel
#34
csbell-vu
closed
3 years ago
0
Implement random forest tidymodel
#33
csbell-vu
closed
3 years ago
0
Implement xgboost tidymodel
#32
csbell-vu
closed
3 years ago
0
Read through tidymodels tutorials
#31
csbell-vu
closed
3 years ago
0
Asserts
#30
amandasarubbi
closed
3 years ago
0
Violin plots
#29
MJRAJ01
closed
3 years ago
0
Create 13-load-manuscriptcode
#28
sierra918
closed
3 years ago
0
Update 10-load-data.Rmd
#27
amandasarubbi
closed
3 years ago
0
Create Lookup Tables
#26
jessespencersmith
closed
3 years ago
2
Use and install Box Sync locally to read data from Box
#25
csbell-vu
closed
3 years ago
0
Define naming convention by which to name data files
#24
csbell-vu
closed
3 years ago
2
Are microdebitage from different stone-reduction stages the same?
#23
markus-eberl
opened
3 years ago
0
Do different stone knappers produce similar microdebitage?
#22
markus-eberl
opened
3 years ago
0
Do different stone-knapping techniques produce similar microdebitage?
#21
markus-eberl
opened
3 years ago
0
What is the minimum size for microdebitage?
#20
markus-eberl
opened
3 years ago
0
Do differently sized microdebitage have the same shape?
#19
markus-eberl
opened
3 years ago
0
Do different stone preparation techniques result in similar microdebitage?
#18
markus-eberl
opened
3 years ago
0
Do different knapping sources produce similar microdebitage?
#17
markus-eberl
opened
3 years ago
0
What are quantifiable characteristics of microdebitage?
#16
markus-eberl
opened
3 years ago
0
Write asserts to validate dataset
#15
csbell-vu
closed
3 years ago
1
Provide violin plots comparing distributions of microdebitage vs soil sample
#14
csbell-vu
closed
3 years ago
1
Upload existing R code for EDA visualization of microdebitage and soil samples to GitHub
#13
csbell-vu
closed
3 years ago
0
Vroom Template Code
#12
MJRAJ01
closed
3 years ago
2
Add obsidian data via upload
#11
sierra918
closed
3 years ago
1
PR: Update readme with contrib guidelines and images
#10
csbell-vu
closed
3 years ago
2
Upload obsidian data to Box.
#9
sierra918
closed
3 years ago
2
Generate template code to load data using vroom
#8
csbell-vu
closed
3 years ago
0
Load in initial csv data using tidyverse functions
#7
csbell-vu
closed
3 years ago
1
Upload example data to GitHub repository
#6
csbell-vu
closed
3 years ago
1
Add in contributing code structure to readme
#5
csbell-vu
closed
3 years ago
0
Collecting sterile soil samples
#4
markus-eberl
opened
3 years ago
0
Try anomaly detection to identify non-microdebitage particles
#3
jessespencersmith
opened
3 years ago
0
Review R Studio Primers
#2
csbell-vu
closed
3 years ago
0
Include images in Readme
#1
jessespencersmith
closed
3 years ago
3
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