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Team B: Merge back into original repo #3
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Commits on Mar 11, 2019
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Add ESLint and Prettier for formatting
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Generate some intermediate data using formatter
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Implement more statistics for formatter
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Implement Python predictor framework
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Add more instructions and requirements regarding predictor-neural
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Fix issues related to character age
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Implement basic neural network predictor
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Implement working predictions using neural network
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Commits on Mar 12, 2019
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Add code management instructions to readme
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Make the Node utilities and config files shared between workers
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Add worker to create family tree as DOT graph
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Add summary about version 1 of neural network predictor to readme
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Rename predictor-neural to predictor-neural-v1
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Commits on Mar 15, 2019
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Add summary about version 1 of neural network predictor to readme
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Rename predictor-neural to predictor-neural-v1
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Merge branch 'predictor-neural-v2' of https://github.com/nalenz/got.p…
…redictions into predictor-neural-v2
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Create common directory for all neural predictors
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Implement version 2 of the neural network predictor
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Slightly change model to predict up to 20 years into the future
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Make ESLint use ECMA version 2018
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Move actual neural network input data formatter to formatter-neural i…
…n JS
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Create binary data and labels for v1 neural network
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Implement binary formatter for neural network in JavaScript
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Adjust Python predictor to use new binary format
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Re-predict with v1 neural network
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Re-predict with v2 neural network
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Make all neural network data be zlib-deflated
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Update Keras log for v2 neural network
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Re-format code using ESLint and some manual edits
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Merge pull request #2 from nalenz/predictor-neural-v2
Predictor neural v2
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Merge pull request #3 from nalenz/formatter-neural
Formatter neural
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Slightly generalize neural network formatter
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Create formatter for v3 neural network
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Create Python predictor, model and predictions for v3 neural network
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Create training and prediction datasets for v3 neural network
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Add description of v3 neural network to readme
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Merge pull request #4 from nalenz/predictor-neural-v3
Predictor neural v3
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Commits on Mar 19, 2019
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Formatter will not save the name of the character in the training dat…
…a (not really useful...)
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Commits on Mar 21, 2019
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Added check for apparent age over 150 (which likely means an error in…
… the input). These characters will be ignored.
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increased age limit for living characters to 120, since the oldest de…
…ad character is 103.
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bayesean formatter will use the double-log of the pageRank instead of…
… the pageRank itself
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Update all show data as of March 25, 2pm
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Add documentation and loadShowData to common utils
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Add formatter-show main script
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Add output data of formatter-show
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Add formatter-neural-show main script
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Add output data of formatter-neural-show
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Adjust Python utilities to work with book and show
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Add v1 of neural network show predictor
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Add model and predictions of v1 neural network show predictor
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Add presentation as of March 26, 2019
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Updated the Python predictor script to write its output to a JSON fil…
…e (predictorOutput.json). Removed some unnecessary code/comments.
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Merge pull request #5 from nalenz/formatter-show
Formatter and neural network for GoT TV show
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Locations considered only if at least 50 suitable characters have vis…
…ited them. Parametrized the thresholds. Set house threshold to 10.
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Formatter will not save the name of the character in the training dat…
…a (not really useful...)
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Added check for apparent age over 150 (which likely means an error in…
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increased age limit for living characters to 120, since the oldest de…
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bayesean formatter will use the double-log of the pageRank instead of…
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Updated the Python predictor script to write its output to a JSON fil…
…e (predictorOutput.json). Removed some unnecessary code/comments.
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Locations considered only if at least 50 suitable characters have vis…
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Merge branch 'bayesean_formatter' of https://github.com/nalenz/got.pr…
…edictions into bayesean_formatter
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Removed the callback, as an async function does not need a callback t…
…o signal async completion.
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Add presentation as of March 28, 2019
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Add presentation as of March 29, 2019
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Merge pull request #6 from nalenz/presentation-backups
Presentation backups
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Merge branch 'bayesean_formatter' of https://github.com/nalenz/got.pr…
…edictions into bayesean_formatter
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Keep book data from old API for reference in separate directory
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Add some sanitization functions to JS utils
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Update book formatter to work with new data format
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Update all output files of the book formatter
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Add links to final neural network predictions to readme
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Distinguish between current book and show year, adjust prediction scr…
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Add updated formatted book data with correct allegiances and ages
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Re-create neural network input files for v2
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Re-train v2 model and re-create its predictions
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Add instructions on how to create book predictions to readme
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Edit book predictor to use validation data
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Move old book neural network elaborations to separate archive file
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Update main readme to include short final book neural network elabora…
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Re-train book model with validations
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Edit show formatter to use birth dates from book as fallback
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Shuffle show training data to improve validation, add pageRank to sho…
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Minimally change book formatter to use different order when normalizi…
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Re-create show formatter output
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Re-create show neural network formatter output
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Re-train show neural network and update predictions
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Add information about neural network show predictions to readme
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Update book character data after missing gender have been fixed
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Add correct check for gender in book formatter
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Update all book predictions with correct genders
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Update neural network book prediction accuracies in readme
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Merge pull request #8 from nalenz/updated-book-data
Updated book data
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Commits on Apr 3, 2019
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Refactored some stuff. Now the entire process is executable through e…
…xported functions or simply Node calling the workers in order.
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Merge branch 'bayesean_formatter' of https://github.com/nalenz/got.pr…
…edictions into bayesean_formatter
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All should work now. To run a full format/predict/postprocess loop, do:
node workers/formatter-bayesean-book or node workers/formatter-bayesean-show node workers/predictor-bayesean-book or node workers/predictor-bayesean-show node workers/postprocessor-bayesean-book or node workers/postprocessor-bayesean-show Final output should be in workers/postprocessor-bayesean-book/book_predictions.json and workers/postprocessor-bayesean-show/show_predictions.json
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Add Request library to Node dependencies
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Add utility function to load book and show predictions
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Add Request library to Node dependencies
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Add utility function to load book and show predictions
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Update character data to include newly added predictions
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Add API base URL to JS config file
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Add the APIUpdater to the JS utils
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Edit simple prediction updater to update everything
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Update ESLint dependency to 5.16.0
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Update book and show data and re-predict everything using the neural …
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Update formatter-neural v2 training data
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Recreated book predictions, as many page ranks have changed
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Update all show predictions to use age as a way to calculate the birt…
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Update show predictions to use correct birth date calculation
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Merge pull request #10 from nalenz/uploader-predictions
Uploader predictions
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Remove GoT season 8 image from readme
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Add is bastard and numCommandedBattles to show predictions and retrai…
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Add output of single PLOD objects to neural network predictors
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Add some more setup info to readme
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Update readme to improve style and add further explanations
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Improve style and refactor code for Bayesian model
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Add PLOD overview from group D
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