akhilpandey95 / altpred

An independent study trying to understand the relationship between scholarly articles and scholarly reference indicators

https://akhilpandey95.com/altpred

akhilpandey95/altpred Issues

update models.py by adding a fully connected network with dense layers
Updated 5 years ago
Update util.py to add data processing methods
Updated 5 years ago
build a RNN model that uses categories of papers to predict scholarly impact
Closed 5 years ago1
update util.py by adding a transformation function
Closed 5 years ago1
update gitignore and README.md
Closed 5 years ago1
update util.py to add methods to support feature engineering
Closed 5 years ago1
add supervised learning algorithms for predicting social media impact
Updated 5 years ago
update helper methods in evaluation.py
Closed 5 years ago1
Remove the old data preparation script
Closed 5 years ago1
add a data preparation script for supporting the neural network experiments
Closed 5 years ago1
update src/models and add recurrent model architectures
Closed 5 years ago1
add the ML models to a new directory
Closed 5 years ago1
clean up the models/ directory
Closed 5 years ago1
add a new script for adding the index and meta information
Closed 5 years ago1
Add the script for scraping twitter data
Closed 5 years ago1
Investigate the regression experiment and re build
Closed 5 years ago1
Update the scholarly data preparation script
Closed 6 years ago1
Update the altmetric api script
Closed 6 years ago2
update the data preparation script for the scholarly data
Closed 6 years ago1
remove unecessary models from models/ directory
Closed 6 years ago1
update the data preparation directory
Closed 6 years ago1
Add the script for extracting scholarly information
Closed 6 years ago1
Add the scripts for tor, google trends
Closed 6 years ago1
Add a script for extracting information from altmetric API
Closed 6 years ago1
add data preparation notebook for blogs data
Closed 6 years ago1
add data preparation for twitter data
Closed 6 years ago1
Fix the errors in the data preparation script for facebook data
Closed 6 years ago1
add data preparation for facebook data
Closed 6 years ago1
add feature engineering modules in data preparation notebook
Closed 6 years ago1
Separate the data preparation from the jupyter notebook
Closed 6 years ago1
add features from google doc and perform an initial run
Closed 6 years ago1
add data preparation script for the altmetrics 2018 data dump
Closed 6 years ago1