tufts-ml covid19-forecasting issues

tufts-ml / covid19-forecasting

Simulation software for forecasting demand at various stages of hospitalization

MIT License

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Incorporating a comparison to IHME forecasts

#38 michaelchughes opened 3 years ago
8
DATASETS standardized format

#37 michaelchughes opened 3 years ago
2
Cn autograd debugging

#36 cuong450 opened 3 years ago
1
ENH updated alternative forecaster with cython

#35 michaelchughes opened 3 years ago
0
HospitalData class useful for evaluation

#34 cuong450 opened 3 years ago
0
ADD length-of-stay stats summarization

#33 michaelchughes closed 3 years ago
0
FIX renamed to proba_Die_after_Declining_OffVentInICU

#32 michaelchughes closed 3 years ago
0
implemented premature-death-from-any-declining-state functionality

#31 cuong450 closed 3 years ago
1
Cn step down progression

#30 cuong450 closed 3 years ago
2
ADD functionality so terminal state can happen at other stages

#29 michaelchughes closed 3 years ago
5
Towards baseline probabilistic predictions

#28 michaelchughes closed 3 years ago
18
Towards an ABC pipeline for parameter learning

#27 michaelchughes closed 3 years ago
3
Workflow for deploying a self-hosted visualization

#26 michaelchughes opened 4 years ago
1
Polished demo as of 04/30

#25 michaelchughes closed 4 years ago
0
Tracking average time spent on each state:

#24 hzhz2020 closed 3 years ago
1
UPDATE for 04/20: More realistic vent count projections, added "slow ramp" initialization of counts, updated viz hooks

#23 michaelchughes closed 4 years ago
0
Adding age-demographics to pipeline

#22 rathp opened 4 years ago
0
Update the progression model

#21 hzhz2020 opened 4 years ago
0
Hz

#20 hzhz2020 closed 4 years ago
2
IHME and curve-fitting for admissions

#19 gvisani closed 3 years ago
1
Visualization TODOs from 4/10 Meeting

#18 deastman closed 4 years ago
4
ENH updated with proposed vocab change: "InICU" -> "OffVentInICU"

#17 michaelchughes closed 4 years ago
1
DEPRECATED plot/; should use new c19-dashboard standalone repo for plot functionality

#16 michaelchughes closed 4 years ago
0
ENH calls to run_forecast.py now execute simulations for multiple seeds

#15 michaelchughes closed 4 years ago
0
County data

#14 panlybero closed 4 years ago
2
Plotly dash proof of concept

#13 michaelchughes closed 4 years ago
1
TODO revise PatientTrajectory class to include admit_type : "referral" or "new"

#12 michaelchughes closed 4 years ago
3
TODOs for updating the model

#11 michaelchughes closed 4 years ago
4
TODOs from 04/07 meeting

#10 michaelchughes closed 4 years ago
4
Visualization Tasks from 4/7 Meeting

#9 deastman closed 4 years ago
0
Create Plotly Dash proof of concept

#8 deastman closed 4 years ago
0
ADD summarize_forecasts.py

#7 michaelchughes closed 4 years ago
0
multiple chime input workflow and type check

#6 panlybero closed 4 years ago
0
ENH updated clean tracking of admit and discharge in separate columns

#5 michaelchughes closed 4 years ago
0
Option for presenting list

#4 panlybero closed 4 years ago
6
TODOs from Fri 4/3 meeting

#3 michaelchughes closed 4 years ago
3
Add to output CSV file

#2 michaelchughes closed 4 years ago
2
Integrate pipeline with SLURM cluster on Tufts HPC

#1 michaelchughes closed 4 years ago
1