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Commits on May 4, 2016

Create README.md
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Commits on May 24, 2016

experiment 2

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Experiment 2

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Commits on May 25, 2016

Removing exposed private key

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Commits on May 26, 2016

approval & download files for expt 2

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Commits on Jun 2, 2016

Commits on Jun 14, 2016

Experiment 2 results

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Commits on Jun 30, 2016

Results analysis experiment 2

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Update README.md
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Commits on Jul 1, 2016

Classifier for predicting share proportion v1
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Update README.md
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Classifier notebook update

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Commits on Jul 4, 2016

Classifier Performance metrics added
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Commits on Jul 5, 2016

Commits on Jul 6, 2016

new classifier metrics

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Classifier file changes

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Commits on Jul 7, 2016

Folder layout changes

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Folder layout changes

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Commits on Jul 8, 2016

Classifier Capsule class added

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Classifier Capsule class added

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Commits on Jul 9, 2016

Classifier Capsule class added
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Commits on Jul 11, 2016

Dynamic Visualization added for plots
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Train with/without sparse attributes
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Commits on Jul 13, 2016

Classifier metrics for sparse/not sparse data
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Commits on Jul 17, 2016

Changes to ImageShareabilityClassifier
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Commits on Jul 21, 2016

Classifier metrics plot changes - line to bar
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Commits on Jul 28, 2016

Changes to getPropertiesAPI.py
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Commits on Jul 30, 2016

Changes to GetPropertiesAPI, check change log for details
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Commits on Aug 1, 2016

Partial corrections to DeriveFinalResultSet.py, active issue still being tracked
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Commits on Aug 3, 2016

Changes to location bias and README.md
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Update Readme.MD
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Commits on Aug 7, 2016

Minor changes to GetPropertiesAPI
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Deleted MechanicalTurkControlAPI.py
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Comments update
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Comment update JobsMapResultsFilesToContainerObjs.py
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Commits on Aug 8, 2016

Update README.md
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Commits on Aug 9, 2016

Removing unwanted files
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Added new methods and code clean up of JobsMapResultsFilesToContainerObjs.py
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Added visuals to general question responses from mturk jobs
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Commits on Aug 11, 2016

New data structs helper API added, Microsoft AI notebook clean up
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New data structs helper API added, Microsoft AI notebook clean up
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Code cleanup of AppendMicrosoftAIData.ipynb
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Code cleanup and documentation of ImageShareabilityClassifiers.ipynb VisualizeResults.ipynb
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Commits on Aug 12, 2016

Modifications and code cleanup
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Commits on Aug 19, 2016

Update README.md
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Resync
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Resync
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Commits on Aug 20, 2016

Documentation changes for JobsMapResultsFilesToContainerObjs.py
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Commits on Aug 26, 2016

Mark Recapture notebook and adjustment for daylight saving changes
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Commits on Aug 29, 2016

Data extraction for full files and addition to data struct helper script
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Mark Recapture Fundamental Simulation
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Final Result files
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Commits on Aug 30, 2016

Visuals added for Mark Recapture
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Actual mark-recapture calculations complete
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Lincoln Index calculations and visuals
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Commits on Aug 31, 2016

Changes to Result Dashboard --minor
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Mark recapture for shared data
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Heat maps and new results
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End of day commit --minor
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Commits on Sep 6, 2016

Visualization Issue with Plot.ly --debug
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Revert "Visualization Issue with Plot.ly --debug"
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Update README.md
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Update README.md
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Commits on Sep 8, 2016

Methods and notebook for Ftr Selection using Info Gain.
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Feature selection API -added generators and visuals are now sorted in decreasing order --incomplete
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Commits on Sep 9, 2016

Visualize Results --minor change
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Commits on Sep 15, 2016

Notebooks and files for generating data for AAAI conference --major
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Commits on Sep 19, 2016

Upload and detect script for IBEIS -- created by Jason Parham
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Commits on Sep 20, 2016

Added flickr extracter --notebook
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Commits on Sep 23, 2016

Parallel Execution and IBEIS upload
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Commits on Sep 26, 2016

New population estimator notebook & solution to issue #8 --partial
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Method to generate master file ready for classifier
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Method to generate master file ready for classifier --changes
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Commits on Sep 27, 2016

EOD commit Sep 26 --minor
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Commits on Sep 29, 2016

Major changes to classifier training and testing, new methods and solutions --part of fix of issue #7
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File name change -- ImageShareabilityClf --minor
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Classifier API ready for running on unlabelled datasets issue #7
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End of day commits 29 Sept --minor
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Commits on Oct 1, 2016

Population estimation on GZC datasets and addition of new classifiers
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Added methods for visualization of error of population estimates using classifier data
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Modified visuals for Population Estimation using Clf
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Changed type of NB classifier to Bernoulli
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Synthetic Experiments added for population estimation
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Commits on Oct 4, 2016

Ada-Boost classifier added and all visuals for synthetics added
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Changes to ResultsDashboard
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Remove docx file
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Delete ~$pulation Estimates.docx
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New visuals for population estimation using fixed k
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Synthetic Experiments modification --minor
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Commits on Oct 7, 2016

Keyword arguments for image shareability classifiers
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ROC curves of all classifiers
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Start of regression analysis
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Commits on Oct 14, 2016

Regression methods in progress, temp solution to issue #10
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Permanent fix to the INDIVIDUAL_NAME issue #10
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New inheritance model for classifiers and regression models
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Commits on Oct 18, 2016

Linear regression results added
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Commits on Oct 19, 2016

Better plots for Lasso, Ridge and Linear regressions
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Commits on Oct 21, 2016

Error bars correction
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Commits on Oct 22, 2016

Other regression alg results
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Commits on Oct 26, 2016

Update README.md
smenon8
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Commits on Nov 4, 2016

Fix to issue #9 and #11 - mismatch of shape of train and test data and synthetic coin flip experiments
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Mix and match visuals for Regression population estimates
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Commits on Nov 11, 2016

Annotator agreement scores using nltkit
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Population estimation using likelihood thresholds
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Commits on Nov 12, 2016

Major changes and parameterization to population estimator script - issue #7 addressed
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Commits on Nov 13, 2016

Update README.md
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k random share results
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Commits on Nov 14, 2016

Exploratory insights to contributory data used for pop. est.
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Commits on Nov 15, 2016

Explaratory data analysis
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Commits on Nov 16, 2016

Linear regression analysis new features
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Commits on Nov 18, 2016

R scripts and new features from AAAI paper
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Commits on Nov 21, 2016

Documentation update --minor
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Issue with parallel download fixed with temp solution
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Commits on Dec 1, 2016

Beauty features symmetry, HSV itten features added
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Commits on Dec 4, 2016

Updated data & script files for beauty features
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Commits on Dec 5, 2016

Explaratory data analysis new beauty features
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Classifier performance with only beauty attributes
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Commits on Dec 13, 2016

Beauty regressors all plots and scripts
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Update README.md
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Commits on Dec 14, 2016

Population estimates using beauty features
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Commits on Dec 21, 2016

Detection tasks new flickr images and beauty features
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Commits on Dec 23, 2016

New methods for extraction from GGR
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Commits on Dec 25, 2016

Code change for correcting for infinite populations on 0 recaptures
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Rerun of all population estimation methods after correcting for 0 recapture case -part1
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Commits on Dec 28, 2016

All clfs & rgrs rerun, error formula corrected
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Sorting order change for k shares
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Commits on Dec 30, 2016

Logic for combining IBEIS and bty features
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Commits on Jan 2, 2017

Fix to issue #12 and other results
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Results dashboard revamp -tabularized
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Commits on Jan 3, 2017

Flickr EXIF extracts
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Commits on Jan 5, 2017

Move methods trainLearningObj(), trainTestClf() and trainTestRgr() to CH and cleanup
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Delete test.html
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Results for Flickr Image scoring
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Commits on Jan 6, 2017

Combining IBEIS and beauty features
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Commits on Jan 8, 2017

Experiment 3 mechanical turk job files
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Commits on Jan 10, 2017

New upload helper files - baby-mom project
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Commits on Jan 12, 2017

experiment 3 command generation
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Commits on Jan 13, 2017

Experiment 3 final files
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Expt 3 files --all human images removed
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Commits on Jan 16, 2017

Human images removed
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Commits on Jan 17, 2017

Expt3 mturk files resized
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Commits on Jan 20, 2017

partial progress on ID pipeline
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progress on ID pipeline
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IDing pipeline --complete
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Commits on Jan 21, 2017

EOD commit for Fri Jan 20
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Commits on Jan 22, 2017

New design for mechanical turk experiments
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Commits on Jan 23, 2017

Flickr Data Population Estimate complete
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New NB for timeline distribution of Flickr Images
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Rename
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Minor change
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Commits on Jan 24, 2017

Online viewing modified
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EXIF features for new Flickr Images
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New methods for Bing image search
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Data files all clened up
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New timeline distributions
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Commits on Jan 25, 2017

PDF visuals for Flickr images
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Commits on Jan 27, 2017

EOD commit for jan 26
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Commits on Jan 30, 2017

New tweak for image resizing without changing the aspect ratio
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Commits on Feb 3, 2017

All files ready for GGR extract
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Commits on Feb 7, 2017

New GGR data files
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Commits on Feb 8, 2017

Population estimation for GGR --cleanup andand start
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Commits on Feb 12, 2017

Create License.txt
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Commits on Feb 22, 2017

New GGR synthethic experiment files
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Common interface for population estimation for GGR & GZC and issue #14 temp fix
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Commits on Feb 26, 2017

Daily commit 02/25
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Commits on Feb 27, 2017

Statistical significance tests
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Commits on Mar 3, 2017

Update README.md
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GGR synthetic experiment results
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Commits on Mar 12, 2017

New GGR results & XML files
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Added problem_statement.xml
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image_sharing_process.xml
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Commits on Mar 18, 2017

Minor changes -- post thesis
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Commits on Apr 10, 2017

New GIDS and new giraffe files
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Commits on Apr 13, 2017

Beauty features and other features for new species
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Flickr IBIES map file for Giraffes:
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Commits on Apr 20, 2017

Bottleneck dolphin data files
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Commits on Apr 23, 2017

Sublime project settings added
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Added new IDing heurisitics
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Commits on Apr 26, 2017

Smart logic for naming in ID pipe
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Update License.txt
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Commits on Apr 28, 2017

Complete flow for identification pipeline with automatic exemplar image refresh
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Update README.md
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Commits on May 10, 2017

New exif data files for giraffes and mongod setup scripts
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MongoDB helper
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Commits on May 11, 2017

New OO design for mongod_helper
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Commits on May 12, 2017

New mongod methods
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Commits on May 16, 2017

Decorator function to handle GGR and GZC in mongod
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Remove unwanted files
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Commits on May 20, 2017

Adhoc changes
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Commits on May 22, 2017

Refactor DB_Setup.py add data methods
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IBEIS files to mongod
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Commits on Jun 1, 2017

Updates to MongoDB interface
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Commits on Jun 2, 2017

Interface changes to MarkRecap calculations
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getCountingLogic portable with mongod and flat files
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Method name changes
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Commits on Jul 15, 2017

Parameterized version of social media scrapers
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Commits on Jul 28, 2017

MarkRecap now supports mongod
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Commits on Jul 30, 2017

new web app
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Commits on Aug 4, 2017

upload functionality
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some error handling
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Commits on Sep 10, 2017

sync
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new ibeis upload feature
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Commits on Sep 12, 2017

Merge pull request #17 from smenon8/webApp
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Commits on Sep 23, 2017

fix for flickr giraffe pop. est.
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator into webApp
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Merge pull request #18 from smenon8/webApp
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Commits on Oct 7, 2017

text fields for date
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Commits on Oct 30, 2017

Update README.md
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Commits on Nov 4, 2017

UI changes
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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screen grabs
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Update README.md
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Commits on Nov 19, 2017

summer project by anthony and krishna
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Merge branch 'master' of https://github.com/smenon8/AnimalWildlifeEstimator
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Commits on Dec 31, 2017

Refactor DB_Setup.py add data methods
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