diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0473eb6e..16b114a3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,10 @@
+# [1.19.0](https://github.com/javascriptdata/scikit.js/compare/v1.18.0...v1.19.0) (2022-04-26)
+
+
+### Features
+
+* changed lodash imports to support building on esm.sh ([3eabad9](https://github.com/javascriptdata/scikit.js/commit/3eabad9e10b9155eefdc9ae93e2c2a1b548e9496))
+
# [1.18.0](https://github.com/javascriptdata/scikit.js/compare/v1.17.0...v1.18.0) (2022-04-26)
diff --git a/package-lock.json b/package-lock.json
index 9044d05d..c1ab56f0 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
{
"name": "scikitjs",
- "version": "1.18.0",
+ "version": "1.19.0",
"lockfileVersion": 2,
"requires": true,
"packages": {
"": {
"name": "scikitjs",
- "version": "1.18.0",
+ "version": "1.19.0",
"hasInstallScript": true,
"license": "ISC",
"dependencies": {
diff --git a/package.json b/package.json
index 9157c462..13fef7fb 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
{
"name": "scikitjs",
- "version": "1.18.0",
+ "version": "1.19.0",
"description": "Scikit-Learn for JS",
"output": {
"node": "dist/node/index.js",
diff --git a/src/dummy/DummyClassifier.ts b/src/dummy/DummyClassifier.ts
index c74a9a01..04e12465 100644
--- a/src/dummy/DummyClassifier.ts
+++ b/src/dummy/DummyClassifier.ts
@@ -17,7 +17,8 @@ import { convertToNumericTensor1D, convertToNumericTensor2D } from '../utils'
import { Scikit1D, Scikit2D } from '../types'
import { isScikit2D, assert, isScikit1D } from '../typesUtils'
import { modeFast } from 'simple-statistics'
-import { uniq, sample } from 'lodash'
+import uniq from 'lodash/uniq'
+import sample from 'lodash/sample'
import { ClassifierMixin } from '../mixins'
import { tf } from '../shared/globals'
diff --git a/src/metrics/metrics.ts b/src/metrics/metrics.ts
index ef09e05a..3c03575f 100644
--- a/src/metrics/metrics.ts
+++ b/src/metrics/metrics.ts
@@ -16,7 +16,7 @@
import { convertToNumericTensor1D } from '../utils'
import { Scikit1D } from '../types'
import { assert, isScikit1D } from '../typesUtils'
-import { uniq } from 'lodash'
+import uniq from 'lodash/uniq'
import { tf } from '../shared/globals'
diff --git a/src/tree/Splitter.ts b/src/tree/Splitter.ts
index e7fbbb60..ce408d2a 100644
--- a/src/tree/Splitter.ts
+++ b/src/tree/Splitter.ts
@@ -3,7 +3,7 @@ import {
RegressionCriterion,
ImpurityMeasure
} from './Criterion'
-import { shuffle } from 'lodash'
+import shuffle from 'lodash/shuffle'
import { int } from '../randUtils'
import Serialize from '../serialize'
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