OSSCaster

Forecasting success for OSS software projects

pip install -r requirements.txt
python download_sustainability_analysis.py
python split_project_histories.py
python Sustainability_Analysis/1_pre_processing/1_pre_processing.py
python Sustainability_Analysis/1_pre_processing/2_process_broadcast.py
python Sustainability_Analysis/1_pre_processing/3_monthly_data.py
python Sustainability_Analysis/1_pre_processing/4_aggregated_data.py
python Sustainability_Analysis/2_monthly_features/1_generate_table.py
python Sustainability_Analysis/2_monthly_features/2_generate_aggregated_table.py
python Sustainability_Analysis/3_descrptive_stats/stats.py
python Sustainability_Analysis/4_models/LSTM_metrics.py
python Sustainability_Analysis/4_models/LSTM_metrics_without_ST_elements.py
python Sustainability_Analysis/4_models/LIME.py

File Structure

Add more files here in the future.

• explain.py: API for explanation.