4494173115

Build Type

github

Committed by GitHub

Commit Message

Merge 4bfd476be into d83615b3c

Pull Request Pull Request #436: Model training overhaul: SNGP model, uncertainty visualization, and custom embedding support

Run Details

450 of 1157 branches covered (38.89%)

Branch coverage included in aggregate %.

14 of 619 new or added lines in 23 files covered. (2.26%)

81 existing lines in 8 files now uncovered.

3189 of 5394 relevant lines covered (59.12%)

525.09 hits per line

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0.0

/frontend/src/Project/EditControls/CellTypeControls/TrainingUI/TrainingButtons.js

import InsightsIcon from '@mui/icons-material/Insights';
import MiscellaneousServicesIcon from '@mui/icons-material/MiscellaneousServices';
import { Button } from '@mui/material';
import Grid from '@mui/material/Grid';
import { useSelector } from '@xstate/react';
import { useState } from 'react';
import { useTraining } from '../../../ProjectContext';
import PredictionModal from './PredictionModal';
import VisualizationModal from './VisualizationModal';

function TrainingButtons() {
  const training = useTraining();
  const model = useSelector(training, (state) => state.context.model);
  const [trainOpen, setTrainOpen] = useState(false);
  const [predOpen, setPredOpen] = useState(false);

  const handleTrainModal = () => {
    setTrainOpen(true);
  };

  const handlePredictModal = () => {
    setPredOpen(true);
  };

  return (
    <>
      <Grid item display='flex'>
        <Button
          sx={{
            width: '47%',
            backgroundColor: 'rgba(245, 20, 87, 1)',
            '&:hover': { backgroundColor: 'rgba(224, 0, 67, 1)' },
          }}
          variant='contained'
          onClick={handleTrainModal}
          startIcon={<MiscellaneousServicesIcon />}
        >
          Train
        </Button>
        <Button
          disabled={model ? false : true}
          sx={{
            marginLeft: '3%',
            width: '47%',
            backgroundColor: 'rgba(20, 200, 83, 1)',
            '&:hover': { backgroundColor: 'rgba(0, 180, 63, 1)' },
          }}
          variant='contained'
          onClick={handlePredictModal}
          startIcon={<InsightsIcon />}
        >
          Predict
        </Button>
      </Grid>
      <VisualizationModal open={trainOpen} setOpen={setTrainOpen} />
      <PredictionModal open={predOpen} setOpen={setPredOpen} />
    </>
  );
}

export default TrainingButtons;

1	import InsightsIcon from '@mui/icons-material/Insights';
2	import MiscellaneousServicesIcon from '@mui/icons-material/MiscellaneousServices';
3	import { Button } from '@mui/material';
4	import Grid from '@mui/material/Grid';
5	import { useSelector } from '@xstate/react';
6	import { useState } from 'react';
7	import { useTraining } from '../../../ProjectContext';
8	import PredictionModal from './PredictionModal';
9	import VisualizationModal from './VisualizationModal';
10
11	function TrainingButtons() {
12	const training = useTraining();	×
13	const model = useSelector(training, (state) => state.context.model);	×
NEW 14	const [trainOpen, setTrainOpen] = useState(false);	×
NEW 15	const [predOpen, setPredOpen] = useState(false);	×
16
NEW 17	const handleTrainModal = () => {	×
NEW 18	setTrainOpen(true);	×
19	};
20
NEW 21	const handlePredictModal = () => {	×
NEW 22	setPredOpen(true);	×
23	};
24
25	return (	×
26	<>
27	<Grid item display='flex'>
28	<Button
29	sx={{
30	width: '47%',
31	backgroundColor: 'rgba(245, 20, 87, 1)',
32	'&:hover': { backgroundColor: 'rgba(224, 0, 67, 1)' },
33	}}
34	variant='contained'
35	onClick={handleTrainModal}
36	startIcon={<MiscellaneousServicesIcon />}
37	>
38	Train
39	</Button>
40	<Button
41	disabled={model ? false : true}	×
42	sx={{
43	marginLeft: '3%',
44	width: '47%',
45	backgroundColor: 'rgba(20, 200, 83, 1)',
46	'&:hover': { backgroundColor: 'rgba(0, 180, 63, 1)' },
47	}}
48	variant='contained'
49	onClick={handlePredictModal}
50	startIcon={<InsightsIcon />}
51	>
52	Predict
53	</Button>
54	</Grid>
55	<VisualizationModal open={trainOpen} setOpen={setTrainOpen} />
56	<PredictionModal open={predOpen} setOpen={setPredOpen} />
57	</>
58	);
59	}
60
61	export default TrainingButtons;

vanvalenlab / deepcell-label / 4494173115

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