@@ -190,13 +190,35 @@ def _write_estimator_html(
190190
191191_STYLE = """
192192#$id {
193- color: black;
193+ --sklearn-color-text: black;
194+ --sklearn-color-line: gray;
195+ --sklearn-color-background: white;
196+ --sklearn-color-background-box: #f0f8ff;
197+ --sklearn-color-border-box: black;
198+ --sklearn-color-icon: #696969;
199+ --sklearn-color-active: #d4ebff;
200+ --sklearn-color-highlight: #d4ebff;
201+
202+ @media (prefers-color-scheme: dark) {
203+ --sklearn-color-text: white;
204+ --sklearn-color-line: gray;
205+ --sklearn-color-background: #111;
206+ --sklearn-color-background-box: #424242;
207+ --sklearn-color-border-box: white;
208+ --sklearn-color-icon: #878787;
209+ --sklearn-color-active: #616161;
210+ --sklearn-color-highlight: #616161;
211+ }
212+ }
213+
214+ #$id {
215+ color: var(--sklearn-color-text);
194216}
195217#$id pre{
196218 padding: 0;
197219}
198220#$id div.sk-toggleable {
199- background-color: white ;
221+ background-color: var(--sklearn-color-background) ;
200222}
201223#$id label.sk-toggleable__label {
202224 cursor: pointer;
@@ -211,26 +233,26 @@ def _write_estimator_html(
211233 content: "▸";
212234 float: left;
213235 margin-right: 0.25em;
214- color: #696969 ;
236+ color: var(--sklearn-color-icon) ;
215237}
216238#$id label.sk-toggleable__label-arrow:hover:before {
217- color: black ;
239+ color: var(--sklearn-color-text) ;
218240}
219241#$id div.sk-estimator:hover label.sk-toggleable__label-arrow:before {
220- color: black ;
242+ color: var(--sklearn-color-text) ;
221243}
222244#$id div.sk-toggleable__content {
223245 max-height: 0;
224246 max-width: 0;
225247 overflow: hidden;
226248 text-align: left;
227- background-color: #f0f8ff ;
249+ background-color: var(--sklearn-color-background-box) ;
228250}
229251#$id div.sk-toggleable__content pre {
230252 margin: 0.2em;
231- color: black ;
253+ color: var(--sklearn-color-text) ;
232254 border-radius: 0.25em;
233- background-color: #f0f8ff ;
255+ background-color: var(--sklearn-color-background-box) ;
234256}
235257#$id input.sk-toggleable__control:checked~div.sk-toggleable__content {
236258 max-height: 200px;
@@ -241,10 +263,10 @@ def _write_estimator_html(
241263 content: "▾";
242264}
243265#$id div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {
244- background-color: #d4ebff ;
266+ background-color: var(--sklearn-color-active) ;
245267}
246268#$id div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {
247- background-color: #d4ebff ;
269+ background-color: var(--sklearn-color-active) ;
248270}
249271#$id input.sk-hidden--visually {
250272 border: 0;
@@ -259,28 +281,28 @@ def _write_estimator_html(
259281}
260282#$id div.sk-estimator {
261283 font-family: monospace;
262- background-color: #f0f8ff ;
263- border: 1px dotted black ;
284+ background-color: var(--sklearn-color-background-box) ;
285+ border: 1px dotted var(--sklearn-color-border-box) ;
264286 border-radius: 0.25em;
265287 box-sizing: border-box;
266288 margin-bottom: 0.5em;
267289}
268290#$id div.sk-estimator:hover {
269- background-color: #d4ebff ;
291+ background-color: var(--sklearn-color-highlight) ;
270292}
271293#$id div.sk-parallel-item::after {
272294 content: "";
273295 width: 100%;
274- border-bottom: 1px solid gray ;
296+ border-bottom: 1px solid var(--sklearn-color-line) ;
275297 flex-grow: 1;
276298}
277299#$id div.sk-label:hover label.sk-toggleable__label {
278- background-color: #d4ebff ;
300+ background-color: var(--sklearn-color-highlight) ;
279301}
280302#$id div.sk-serial::before {
281303 content: "";
282304 position: absolute;
283- border-left: 1px solid gray ;
305+ border-left: 1px solid var(--sklearn-color-line) ;
284306 box-sizing: border-box;
285307 top: 0;
286308 bottom: 0;
@@ -291,7 +313,7 @@ def _write_estimator_html(
291313 display: flex;
292314 flex-direction: column;
293315 align-items: center;
294- background-color: white ;
316+ background-color: var(--sklearn-color-background) ;
295317 padding-right: 0.2em;
296318 padding-left: 0.2em;
297319 position: relative;
@@ -304,13 +326,13 @@ def _write_estimator_html(
304326 display: flex;
305327 align-items: stretch;
306328 justify-content: center;
307- background-color: white ;
329+ background-color: var(--sklearn-color-background) ;
308330 position: relative;
309331}
310332#$id div.sk-item::before, #$id div.sk-parallel-item::before {
311333 content: "";
312334 position: absolute;
313- border-left: 1px solid gray ;
335+ border-left: 1px solid var(--sklearn-color-line) ;
314336 box-sizing: border-box;
315337 top: 0;
316338 bottom: 0;
@@ -322,7 +344,7 @@ def _write_estimator_html(
322344 flex-direction: column;
323345 z-index: 1;
324346 position: relative;
325- background-color: white ;
347+ background-color: var(--sklearn-color-background) ;
326348}
327349#$id div.sk-parallel-item:first-child::after {
328350 align-self: flex-end;
@@ -336,11 +358,11 @@ def _write_estimator_html(
336358 width: 0;
337359}
338360#$id div.sk-dashed-wrapped {
339- border: 1px dashed gray ;
361+ border: 1px dashed var(--sklearn-color-line) ;
340362 margin: 0 0.4em 0.5em 0.4em;
341363 box-sizing: border-box;
342364 padding-bottom: 0.4em;
343- background-color: white ;
365+ background-color: var(--sklearn-color-background) ;
344366}
345367#$id div.sk-label label {
346368 font-family: monospace;
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