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base repository: isair/tensorflow-load-csv
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base: 55d08b8096fb63d8bc088b8630ada0965e5ae1a0
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head repository: isair/tensorflow-load-csv
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compare: 632ac2902c1618c19eab79bd6e9672c14752de24
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Showing with 267 additions and 101 deletions.
  1. +1 −0 .gitignore
  2. +4 −0 README.md
  3. +183 −96 package-lock.json
  4. +22 −0 src/applyMappings.ts
  5. +7 −0 src/loadCsv.models.ts
  6. +6 −2 src/loadCsv.ts
  7. +38 −0 tests/applyMappings.test.ts
  8. +6 −3 tests/loadCsv.test.ts
1 change: 1 addition & 0 deletions .gitignore
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@@ -24,3 +24,4 @@ pnpm-debug.log*
dist
docs
coverage
shrinkwrap.yaml
4 changes: 4 additions & 0 deletions README.md
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@@ -55,6 +55,10 @@ const {
} = loadCsv('./data.csv', {
featureColumns: ['lat', 'lng', 'height'],
labelColumns: ['temperature'],
mappings: {
height: (ft) => ft * 0.3048, // feet to meters
temperature: (f) => (f - 32) / 1.8, // fahrenheit to celsius
}, // Map values based on which column they are in before they are loaded into tensors.
shuffle: true, // Pass true to shuffle with a fixed seed, or a string to use it as a seed for the shuffling.
splitTest: true, // Splits your data in half. You can also provide a certain row count for the test data.
prependOnes: true, // Prepends a column of 1s to your features and testFeatures tensors, useful for linear regression.
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