These notebooks either need to be checked off, indicating that they have been proofread, have enough text, have dynspread if needed, etc., or they need to be removed. May also need to add pn.state.
EDA
[x] Viewing_AIS.ipynb: Basic rendering of location data from sets of AIS pings.
[x] Viewing_AIS_Categorical.ipynb: Breakdown of AIS location data by vessel type.
[x] Viewing_TLEs.ipynb: Basic rendering of earth-centered satellite location at epoch time from sets of TLEs.
Data exploration
[x] Viewing_AIS_Gaps.ipynb
[x] Viewing_Tracks.ipynb
Prototypes
[x] Hit_Finder.ipynb
[x] Hit_Dashboard.ipynb
Machine learning / Analysis use cases
[x] DOD_anomaly.ipynb - Case study provided by H2O for Pinnacle Use Case: Classify Suspicious Activity from AIS Data
[x] PrepareDataForMachineLearning.ipynb - Curate and Prepare Data for various Pinnacle Use cases.
[x] AIS_Analyze_Vessel_Cluster.ipynb
[x] AIS_Anomaly_Detection.ipynb
Data preparation
These files start with raw data and create cleaned/consolidated/computed data for use in the other categories. Many of these use scripts in scripts/.
These notebooks either need to be checked off, indicating that they have been proofread, have enough text, have dynspread if needed, etc., or they need to be removed. May also need to add pn.state.
EDA
Data exploration
Prototypes
Machine learning / Analysis use cases
Data preparation
These files start with raw data and create cleaned/consolidated/computed data for use in the other categories. Many of these use scripts in
scripts/.[x] AIS_Parser.ipynb
[x] AIS_Validation.ipynb
[x] TLE_Compute_Timing.ipynb (archived)
[x] TLE_Parser.ipynb
[x] TLE_h5_build_index.ipynb (archived)
[x] TLE_lat_long_api.ipynb (archived)
[x] TLE_precompute_checks.ipynb
[x] TLE_to_pytables.ipynb