diff --git a/translated_images/fr/fairness.25d7c8ce9817272d.webp b/translated_images/fr/fairness.25d7c8ce9817272d.webp
new file mode 100644
index 000000000..e8726d415
Binary files /dev/null and b/translated_images/fr/fairness.25d7c8ce9817272d.webp differ
diff --git a/translated_images/fr/fairness.b9f9893a4e3dc28b.webp b/translated_images/fr/fairness.b9f9893a4e3dc28b.webp
new file mode 100644
index 000000000..f93243399
Binary files /dev/null and b/translated_images/fr/fairness.b9f9893a4e3dc28b.webp differ
diff --git a/translated_images/fr/favicon.37b561214b36d454.webp b/translated_images/fr/favicon.37b561214b36d454.webp
new file mode 100644
index 000000000..48a53960d
Binary files /dev/null and b/translated_images/fr/favicon.37b561214b36d454.webp differ
diff --git a/translated_images/fr/flat-nonflat.d1c8c6e2a96110c1.webp b/translated_images/fr/flat-nonflat.d1c8c6e2a96110c1.webp
new file mode 100644
index 000000000..0d9c9c8ee
Binary files /dev/null and b/translated_images/fr/flat-nonflat.d1c8c6e2a96110c1.webp differ
diff --git a/translated_images/fr/full-data-predict.4f0fed16a131c8f3.webp b/translated_images/fr/full-data-predict.4f0fed16a131c8f3.webp
new file mode 100644
index 000000000..d2dd02e21
Binary files /dev/null and b/translated_images/fr/full-data-predict.4f0fed16a131c8f3.webp differ
diff --git a/translated_images/fr/full-data.a82ec9957e580e97.webp b/translated_images/fr/full-data.a82ec9957e580e97.webp
new file mode 100644
index 000000000..80808b49b
Binary files /dev/null and b/translated_images/fr/full-data.a82ec9957e580e97.webp differ
diff --git a/translated_images/fr/gender-bias-translate-en-tr.bfd87c45da23c085.webp b/translated_images/fr/gender-bias-translate-en-tr.bfd87c45da23c085.webp
new file mode 100644
index 000000000..fa9c43fa3
Binary files /dev/null and b/translated_images/fr/gender-bias-translate-en-tr.bfd87c45da23c085.webp differ
diff --git a/translated_images/fr/gender-bias-translate-en-tr.f185fd8822c2d437.webp b/translated_images/fr/gender-bias-translate-en-tr.f185fd8822c2d437.webp
new file mode 100644
index 000000000..d948d42e6
Binary files /dev/null and b/translated_images/fr/gender-bias-translate-en-tr.f185fd8822c2d437.webp differ
diff --git a/translated_images/fr/gender-bias-translate-tr-en.1f97568ba9e40e20.webp b/translated_images/fr/gender-bias-translate-tr-en.1f97568ba9e40e20.webp
new file mode 100644
index 000000000..6ba301519
Binary files /dev/null and b/translated_images/fr/gender-bias-translate-tr-en.1f97568ba9e40e20.webp differ
diff --git a/translated_images/fr/gender-bias-translate-tr-en.4eee7e3cecb8c70e.webp b/translated_images/fr/gender-bias-translate-tr-en.4eee7e3cecb8c70e.webp
new file mode 100644
index 000000000..c51ef3fa4
Binary files /dev/null and b/translated_images/fr/gender-bias-translate-tr-en.4eee7e3cecb8c70e.webp differ
diff --git a/translated_images/fr/globe.59f26379ceb40428.webp b/translated_images/fr/globe.59f26379ceb40428.webp
new file mode 100644
index 000000000..c14c59c3e
Binary files /dev/null and b/translated_images/fr/globe.59f26379ceb40428.webp differ
diff --git a/translated_images/fr/grid.464370ad00f3696c.webp b/translated_images/fr/grid.464370ad00f3696c.webp
new file mode 100644
index 000000000..a49be5481
Binary files /dev/null and b/translated_images/fr/grid.464370ad00f3696c.webp differ
diff --git a/translated_images/fr/heatmap.39952045da50b4eb.webp b/translated_images/fr/heatmap.39952045da50b4eb.webp
new file mode 100644
index 000000000..eb9e314e9
Binary files /dev/null and b/translated_images/fr/heatmap.39952045da50b4eb.webp differ
diff --git a/translated_images/fr/hierarchical.bf59403aa43c8c47.webp b/translated_images/fr/hierarchical.bf59403aa43c8c47.webp
new file mode 100644
index 000000000..d1f1138ca
Binary files /dev/null and b/translated_images/fr/hierarchical.bf59403aa43c8c47.webp differ
diff --git a/translated_images/fr/human.e3840390a2ab7690.webp b/translated_images/fr/human.e3840390a2ab7690.webp
new file mode 100644
index 000000000..35faa2269
Binary files /dev/null and b/translated_images/fr/human.e3840390a2ab7690.webp differ
diff --git a/translated_images/fr/hype.07183d711a17aafe.webp b/translated_images/fr/hype.07183d711a17aafe.webp
new file mode 100644
index 000000000..e7d5ae233
Binary files /dev/null and b/translated_images/fr/hype.07183d711a17aafe.webp differ
diff --git a/translated_images/fr/indian.2c4292002af1a1f9.webp b/translated_images/fr/indian.2c4292002af1a1f9.webp
new file mode 100644
index 000000000..8413ee6f5
Binary files /dev/null and b/translated_images/fr/indian.2c4292002af1a1f9.webp differ
diff --git a/translated_images/fr/individual-causal-what-if.00e7b86b52a083ce.webp b/translated_images/fr/individual-causal-what-if.00e7b86b52a083ce.webp
new file mode 100644
index 000000000..d692ee117
Binary files /dev/null and b/translated_images/fr/individual-causal-what-if.00e7b86b52a083ce.webp differ
diff --git a/translated_images/fr/jack-o-lanterns.181c661a9212457d.webp b/translated_images/fr/jack-o-lanterns.181c661a9212457d.webp
new file mode 100644
index 000000000..425e879b1
Binary files /dev/null and b/translated_images/fr/jack-o-lanterns.181c661a9212457d.webp differ
diff --git a/translated_images/fr/janitor.e4a77dd3d3e6a32e.webp b/translated_images/fr/janitor.e4a77dd3d3e6a32e.webp
new file mode 100644
index 000000000..a3d9a5ce3
Binary files /dev/null and b/translated_images/fr/janitor.e4a77dd3d3e6a32e.webp differ
diff --git a/translated_images/fr/japanese.30260486f2a05c46.webp b/translated_images/fr/japanese.30260486f2a05c46.webp
new file mode 100644
index 000000000..378d80f06
Binary files /dev/null and b/translated_images/fr/japanese.30260486f2a05c46.webp differ
diff --git a/translated_images/fr/july-2014.9e1f7c318ec6d5b3.webp b/translated_images/fr/july-2014.9e1f7c318ec6d5b3.webp
new file mode 100644
index 000000000..53ef7d6c3
Binary files /dev/null and b/translated_images/fr/july-2014.9e1f7c318ec6d5b3.webp differ
diff --git a/translated_images/fr/korean.4a4f0274f3d9805a.webp b/translated_images/fr/korean.4a4f0274f3d9805a.webp
new file mode 100644
index 000000000..55c3cad63
Binary files /dev/null and b/translated_images/fr/korean.4a4f0274f3d9805a.webp differ
diff --git a/translated_images/fr/learned.ed28bcd8484b5287.webp b/translated_images/fr/learned.ed28bcd8484b5287.webp
new file mode 100644
index 000000000..fb38b596b
Binary files /dev/null and b/translated_images/fr/learned.ed28bcd8484b5287.webp differ
diff --git a/translated_images/fr/linear-polynomial.5523c7cb6576ccab.webp b/translated_images/fr/linear-polynomial.5523c7cb6576ccab.webp
new file mode 100644
index 000000000..9b9de6f8f
Binary files /dev/null and b/translated_images/fr/linear-polynomial.5523c7cb6576ccab.webp differ
diff --git a/translated_images/fr/linear-results.f7c3552c85b0ed1c.webp b/translated_images/fr/linear-results.f7c3552c85b0ed1c.webp
new file mode 100644
index 000000000..0cb94631a
Binary files /dev/null and b/translated_images/fr/linear-results.f7c3552c85b0ed1c.webp differ
diff --git a/translated_images/fr/linear-vs-logistic.ba180bf95e7ee667.webp b/translated_images/fr/linear-vs-logistic.ba180bf95e7ee667.webp
new file mode 100644
index 000000000..9dd4bbe30
Binary files /dev/null and b/translated_images/fr/linear-vs-logistic.ba180bf95e7ee667.webp differ
diff --git a/translated_images/fr/linear.a1b0760a56132551.webp b/translated_images/fr/linear.a1b0760a56132551.webp
new file mode 100644
index 000000000..51e63bf1d
Binary files /dev/null and b/translated_images/fr/linear.a1b0760a56132551.webp differ
diff --git a/translated_images/fr/lobe.2fa0806408ef9923.webp b/translated_images/fr/lobe.2fa0806408ef9923.webp
new file mode 100644
index 000000000..3ce343353
Binary files /dev/null and b/translated_images/fr/lobe.2fa0806408ef9923.webp differ
diff --git a/translated_images/fr/logistic-linear.0f2f6bb73b3134c1.webp b/translated_images/fr/logistic-linear.0f2f6bb73b3134c1.webp
new file mode 100644
index 000000000..d17fda07b
Binary files /dev/null and b/translated_images/fr/logistic-linear.0f2f6bb73b3134c1.webp differ
diff --git a/translated_images/fr/logistic.b0cba6b7db4d5789.webp b/translated_images/fr/logistic.b0cba6b7db4d5789.webp
new file mode 100644
index 000000000..2fda454be
Binary files /dev/null and b/translated_images/fr/logistic.b0cba6b7db4d5789.webp differ
diff --git a/translated_images/fr/lpathlen.94f211521ed60940.webp b/translated_images/fr/lpathlen.94f211521ed60940.webp
new file mode 100644
index 000000000..44d57cf19
Binary files /dev/null and b/translated_images/fr/lpathlen.94f211521ed60940.webp differ
diff --git a/translated_images/fr/lpathlen1.0534784add58d4eb.webp b/translated_images/fr/lpathlen1.0534784add58d4eb.webp
new file mode 100644
index 000000000..3725aebf3
Binary files /dev/null and b/translated_images/fr/lpathlen1.0534784add58d4eb.webp differ
diff --git a/translated_images/fr/map.e963a6a51349425a.webp b/translated_images/fr/map.e963a6a51349425a.webp
new file mode 100644
index 000000000..b00a78a3d
Binary files /dev/null and b/translated_images/fr/map.e963a6a51349425a.webp differ
diff --git a/translated_images/fr/mape.fd87bbaf4d346846.webp b/translated_images/fr/mape.fd87bbaf4d346846.webp
new file mode 100644
index 000000000..40d3f94ef
Binary files /dev/null and b/translated_images/fr/mape.fd87bbaf4d346846.webp differ
diff --git a/translated_images/fr/ml-fairness.ef296ebec6afc98a.webp b/translated_images/fr/ml-fairness.ef296ebec6afc98a.webp
new file mode 100644
index 000000000..52d710dd1
Binary files /dev/null and b/translated_images/fr/ml-fairness.ef296ebec6afc98a.webp differ
diff --git a/translated_images/fr/ml-for-beginners-video-banner.279f2a268d213075.webp b/translated_images/fr/ml-for-beginners-video-banner.279f2a268d213075.webp
new file mode 100644
index 000000000..482b8edf1
Binary files /dev/null and b/translated_images/fr/ml-for-beginners-video-banner.279f2a268d213075.webp differ
diff --git a/translated_images/fr/ml-for-beginners-video-banner.63f694a100034bc6.webp b/translated_images/fr/ml-for-beginners-video-banner.63f694a100034bc6.webp
new file mode 100644
index 000000000..c518ad566
Binary files /dev/null and b/translated_images/fr/ml-for-beginners-video-banner.63f694a100034bc6.webp differ
diff --git a/translated_images/fr/ml-for-beginners.7b65fdd1f4f41598.webp b/translated_images/fr/ml-for-beginners.7b65fdd1f4f41598.webp
new file mode 100644
index 000000000..c55873a72
Binary files /dev/null and b/translated_images/fr/ml-for-beginners.7b65fdd1f4f41598.webp differ
diff --git a/translated_images/fr/ml-for-beginners.9eecb963dbfbfb32.webp b/translated_images/fr/ml-for-beginners.9eecb963dbfbfb32.webp
new file mode 100644
index 000000000..6db0dea9e
Binary files /dev/null and b/translated_images/fr/ml-for-beginners.9eecb963dbfbfb32.webp differ
diff --git a/translated_images/fr/ml-history.a1bdfd4ce1f464d9.webp b/translated_images/fr/ml-history.a1bdfd4ce1f464d9.webp
new file mode 100644
index 000000000..7ca510e21
Binary files /dev/null and b/translated_images/fr/ml-history.a1bdfd4ce1f464d9.webp differ
diff --git a/translated_images/fr/ml-realworld.26ee274671615577.webp b/translated_images/fr/ml-realworld.26ee274671615577.webp
new file mode 100644
index 000000000..d97d9b97b
Binary files /dev/null and b/translated_images/fr/ml-realworld.26ee274671615577.webp differ
diff --git a/translated_images/fr/ml-regression.4e4f70e3b3ed446e.webp b/translated_images/fr/ml-regression.4e4f70e3b3ed446e.webp
new file mode 100644
index 000000000..660328c9c
Binary files /dev/null and b/translated_images/fr/ml-regression.4e4f70e3b3ed446e.webp differ
diff --git a/translated_images/fr/ml-reinforcement.94024374d63348db.webp b/translated_images/fr/ml-reinforcement.94024374d63348db.webp
new file mode 100644
index 000000000..9ac480183
Binary files /dev/null and b/translated_images/fr/ml-reinforcement.94024374d63348db.webp differ
diff --git a/translated_images/fr/ml-timeseries.fb98d25f1013fc0c.webp b/translated_images/fr/ml-timeseries.fb98d25f1013fc0c.webp
new file mode 100644
index 000000000..b95973063
Binary files /dev/null and b/translated_images/fr/ml-timeseries.fb98d25f1013fc0c.webp differ
diff --git a/translated_images/fr/model-overview-dataset-cohorts.dfa463fb527a35a0.webp b/translated_images/fr/model-overview-dataset-cohorts.dfa463fb527a35a0.webp
new file mode 100644
index 000000000..9ae1c073f
Binary files /dev/null and b/translated_images/fr/model-overview-dataset-cohorts.dfa463fb527a35a0.webp differ
diff --git a/translated_images/fr/model-overview-feature-cohorts.c5104d575ffd0c80.webp b/translated_images/fr/model-overview-feature-cohorts.c5104d575ffd0c80.webp
new file mode 100644
index 000000000..010c6caa6
Binary files /dev/null and b/translated_images/fr/model-overview-feature-cohorts.c5104d575ffd0c80.webp differ
diff --git a/translated_images/fr/monnaie.606c5fa8369d5c3b.webp b/translated_images/fr/monnaie.606c5fa8369d5c3b.webp
new file mode 100644
index 000000000..00a15613c
Binary files /dev/null and b/translated_images/fr/monnaie.606c5fa8369d5c3b.webp differ
diff --git a/translated_images/fr/mountaincar.43d56e588ce581c2.webp b/translated_images/fr/mountaincar.43d56e588ce581c2.webp
new file mode 100644
index 000000000..dafedb097
Binary files /dev/null and b/translated_images/fr/mountaincar.43d56e588ce581c2.webp differ
diff --git a/translated_images/fr/multinomial-ordinal.944fe02295fd6cdf.webp b/translated_images/fr/multinomial-ordinal.944fe02295fd6cdf.webp
new file mode 100644
index 000000000..c811e18cd
Binary files /dev/null and b/translated_images/fr/multinomial-ordinal.944fe02295fd6cdf.webp differ
diff --git a/translated_images/fr/multinomial-vs-ordinal.36701b4850e37d86.webp b/translated_images/fr/multinomial-vs-ordinal.36701b4850e37d86.webp
new file mode 100644
index 000000000..7e8f8d61b
Binary files /dev/null and b/translated_images/fr/multinomial-vs-ordinal.36701b4850e37d86.webp differ
diff --git a/translated_images/fr/netron.a05f39410211915e.webp b/translated_images/fr/netron.a05f39410211915e.webp
new file mode 100644
index 000000000..9d018742c
Binary files /dev/null and b/translated_images/fr/netron.a05f39410211915e.webp differ
diff --git a/translated_images/fr/notebook.4a3ee31f396b8832.webp b/translated_images/fr/notebook.4a3ee31f396b8832.webp
new file mode 100644
index 000000000..37ff6284b
Binary files /dev/null and b/translated_images/fr/notebook.4a3ee31f396b8832.webp differ
diff --git a/translated_images/fr/original.b2b15efe0ce92b87.webp b/translated_images/fr/original.b2b15efe0ce92b87.webp
new file mode 100644
index 000000000..f45daf711
Binary files /dev/null and b/translated_images/fr/original.b2b15efe0ce92b87.webp differ
diff --git a/translated_images/fr/overfitting.1c132d92bfd93cb6.webp b/translated_images/fr/overfitting.1c132d92bfd93cb6.webp
new file mode 100644
index 000000000..6a924efd5
Binary files /dev/null and b/translated_images/fr/overfitting.1c132d92bfd93cb6.webp differ
diff --git a/translated_images/fr/p&p.279f1c49ecd88941.webp b/translated_images/fr/p&p.279f1c49ecd88941.webp
new file mode 100644
index 000000000..9cc2c59f5
Binary files /dev/null and b/translated_images/fr/p&p.279f1c49ecd88941.webp differ
diff --git a/translated_images/fr/parse.d0c5bbe1106eae8f.webp b/translated_images/fr/parse.d0c5bbe1106eae8f.webp
new file mode 100644
index 000000000..e3432731c
Binary files /dev/null and b/translated_images/fr/parse.d0c5bbe1106eae8f.webp differ
diff --git a/translated_images/fr/parsnip.cd2ce92622976502.webp b/translated_images/fr/parsnip.cd2ce92622976502.webp
new file mode 100644
index 000000000..e7f83f6bb
Binary files /dev/null and b/translated_images/fr/parsnip.cd2ce92622976502.webp differ
diff --git a/translated_images/fr/peter.779730f9ba3a8a8d.webp b/translated_images/fr/peter.779730f9ba3a8a8d.webp
new file mode 100644
index 000000000..a6a517271
Binary files /dev/null and b/translated_images/fr/peter.779730f9ba3a8a8d.webp differ
diff --git a/translated_images/fr/pie-pumpkins-scatter.d14f9804a53f927e.webp b/translated_images/fr/pie-pumpkins-scatter.d14f9804a53f927e.webp
new file mode 100644
index 000000000..c606bc6ee
Binary files /dev/null and b/translated_images/fr/pie-pumpkins-scatter.d14f9804a53f927e.webp differ
diff --git a/translated_images/fr/pinch.1b035ec9ba7e0d40.webp b/translated_images/fr/pinch.1b035ec9ba7e0d40.webp
new file mode 100644
index 000000000..10896f25b
Binary files /dev/null and b/translated_images/fr/pinch.1b035ec9ba7e0d40.webp differ
diff --git a/translated_images/fr/poly-results.ee587348f0f1f60b.webp b/translated_images/fr/poly-results.ee587348f0f1f60b.webp
new file mode 100644
index 000000000..6743c245c
Binary files /dev/null and b/translated_images/fr/poly-results.ee587348f0f1f60b.webp differ
diff --git a/translated_images/fr/polynomial.8fce4663e7283dfb.webp b/translated_images/fr/polynomial.8fce4663e7283dfb.webp
new file mode 100644
index 000000000..e56819e61
Binary files /dev/null and b/translated_images/fr/polynomial.8fce4663e7283dfb.webp differ
diff --git a/translated_images/fr/popular.9c48d84b3386705f.webp b/translated_images/fr/popular.9c48d84b3386705f.webp
new file mode 100644
index 000000000..d766bf111
Binary files /dev/null and b/translated_images/fr/popular.9c48d84b3386705f.webp differ
diff --git a/translated_images/fr/price-by-variety.744a2f9925d9bcb4.webp b/translated_images/fr/price-by-variety.744a2f9925d9bcb4.webp
new file mode 100644
index 000000000..d001a164a
Binary files /dev/null and b/translated_images/fr/price-by-variety.744a2f9925d9bcb4.webp differ
diff --git a/translated_images/fr/problems.f7fb539ccd80608e.webp b/translated_images/fr/problems.f7fb539ccd80608e.webp
new file mode 100644
index 000000000..532250301
Binary files /dev/null and b/translated_images/fr/problems.f7fb539ccd80608e.webp differ
diff --git a/translated_images/fr/pumpkin-classifier.562771f104ad5436.webp b/translated_images/fr/pumpkin-classifier.562771f104ad5436.webp
new file mode 100644
index 000000000..21264fac2
Binary files /dev/null and b/translated_images/fr/pumpkin-classifier.562771f104ad5436.webp differ
diff --git a/translated_images/fr/pumpkins_catplot_1.c55c409b71fea2ec.webp b/translated_images/fr/pumpkins_catplot_1.c55c409b71fea2ec.webp
new file mode 100644
index 000000000..c838307b5
Binary files /dev/null and b/translated_images/fr/pumpkins_catplot_1.c55c409b71fea2ec.webp differ
diff --git a/translated_images/fr/pumpkins_catplot_2.87a354447880b388.webp b/translated_images/fr/pumpkins_catplot_2.87a354447880b388.webp
new file mode 100644
index 000000000..1f7606563
Binary files /dev/null and b/translated_images/fr/pumpkins_catplot_2.87a354447880b388.webp differ
diff --git a/translated_images/fr/r_learners_sm.cd14eb3581a9f28d.webp b/translated_images/fr/r_learners_sm.cd14eb3581a9f28d.webp
new file mode 100644
index 000000000..c4aadde55
Binary files /dev/null and b/translated_images/fr/r_learners_sm.cd14eb3581a9f28d.webp differ
diff --git a/translated_images/fr/r_learners_sm.e25fa9c205b3a3f9.webp b/translated_images/fr/r_learners_sm.e25fa9c205b3a3f9.webp
new file mode 100644
index 000000000..84397c48b
Binary files /dev/null and b/translated_images/fr/r_learners_sm.e25fa9c205b3a3f9.webp differ
diff --git a/translated_images/fr/r_learners_sm.e4a71b113ffbedfe.webp b/translated_images/fr/r_learners_sm.e4a71b113ffbedfe.webp
new file mode 100644
index 000000000..f40f56c84
Binary files /dev/null and b/translated_images/fr/r_learners_sm.e4a71b113ffbedfe.webp differ
diff --git a/translated_images/fr/r_learners_sm.f9199f76f1e2e493.webp b/translated_images/fr/r_learners_sm.f9199f76f1e2e493.webp
new file mode 100644
index 000000000..6e93dea7b
Binary files /dev/null and b/translated_images/fr/r_learners_sm.f9199f76f1e2e493.webp differ
diff --git a/translated_images/fr/recipes.186acfa8ed2e8f00.webp b/translated_images/fr/recipes.186acfa8ed2e8f00.webp
new file mode 100644
index 000000000..9869f4162
Binary files /dev/null and b/translated_images/fr/recipes.186acfa8ed2e8f00.webp differ
diff --git a/translated_images/fr/recipes.9ad10d8a4056bf89.webp b/translated_images/fr/recipes.9ad10d8a4056bf89.webp
new file mode 100644
index 000000000..525cef450
Binary files /dev/null and b/translated_images/fr/recipes.9ad10d8a4056bf89.webp differ
diff --git a/translated_images/fr/scaled.91897dfbaa26ca4a.webp b/translated_images/fr/scaled.91897dfbaa26ca4a.webp
new file mode 100644
index 000000000..42b32ae72
Binary files /dev/null and b/translated_images/fr/scaled.91897dfbaa26ca4a.webp differ
diff --git a/translated_images/fr/scaled.e35258ca5cd3d43f.webp b/translated_images/fr/scaled.e35258ca5cd3d43f.webp
new file mode 100644
index 000000000..434c1c567
Binary files /dev/null and b/translated_images/fr/scaled.e35258ca5cd3d43f.webp differ
diff --git a/translated_images/fr/scatter-dayofyear-color.65790faefbb9d54f.webp b/translated_images/fr/scatter-dayofyear-color.65790faefbb9d54f.webp
new file mode 100644
index 000000000..589ec4b3a
Binary files /dev/null and b/translated_images/fr/scatter-dayofyear-color.65790faefbb9d54f.webp differ
diff --git a/translated_images/fr/scatter-dayofyear.bc171c189c9fd553.webp b/translated_images/fr/scatter-dayofyear.bc171c189c9fd553.webp
new file mode 100644
index 000000000..aec045037
Binary files /dev/null and b/translated_images/fr/scatter-dayofyear.bc171c189c9fd553.webp differ
diff --git a/translated_images/fr/scatterplot.ad8b356bcbb33be6.webp b/translated_images/fr/scatterplot.ad8b356bcbb33be6.webp
new file mode 100644
index 000000000..2aced60da
Binary files /dev/null and b/translated_images/fr/scatterplot.ad8b356bcbb33be6.webp differ
diff --git a/translated_images/fr/scatterplot.b6868f44cbd2051c.webp b/translated_images/fr/scatterplot.b6868f44cbd2051c.webp
new file mode 100644
index 000000000..bf0ce25bc
Binary files /dev/null and b/translated_images/fr/scatterplot.b6868f44cbd2051c.webp differ
diff --git a/translated_images/fr/shakey.4dc17819c447c05b.webp b/translated_images/fr/shakey.4dc17819c447c05b.webp
new file mode 100644
index 000000000..65beb68fd
Binary files /dev/null and b/translated_images/fr/shakey.4dc17819c447c05b.webp differ
diff --git a/translated_images/fr/sigmoid.8b7ba9d095c789cf.webp b/translated_images/fr/sigmoid.8b7ba9d095c789cf.webp
new file mode 100644
index 000000000..f513a38cc
Binary files /dev/null and b/translated_images/fr/sigmoid.8b7ba9d095c789cf.webp differ
diff --git a/translated_images/fr/slope.f3c9d5910ddbfcf9.webp b/translated_images/fr/slope.f3c9d5910ddbfcf9.webp
new file mode 100644
index 000000000..d80b0145f
Binary files /dev/null and b/translated_images/fr/slope.f3c9d5910ddbfcf9.webp differ
diff --git a/translated_images/fr/solvers.5fc648618529e627.webp b/translated_images/fr/solvers.5fc648618529e627.webp
new file mode 100644
index 000000000..e98983e4e
Binary files /dev/null and b/translated_images/fr/solvers.5fc648618529e627.webp differ
diff --git a/translated_images/fr/svm.621ae7b516d678e0.webp b/translated_images/fr/svm.621ae7b516d678e0.webp
new file mode 100644
index 000000000..02d774a2a
Binary files /dev/null and b/translated_images/fr/svm.621ae7b516d678e0.webp differ
diff --git a/translated_images/fr/swarm.56d253ae80a2c0f5.webp b/translated_images/fr/swarm.56d253ae80a2c0f5.webp
new file mode 100644
index 000000000..63f716fbb
Binary files /dev/null and b/translated_images/fr/swarm.56d253ae80a2c0f5.webp differ
diff --git a/translated_images/fr/swarm_2.efeacfca536c2b57.webp b/translated_images/fr/swarm_2.efeacfca536c2b57.webp
new file mode 100644
index 000000000..9dc821c41
Binary files /dev/null and b/translated_images/fr/swarm_2.efeacfca536c2b57.webp differ
diff --git a/translated_images/fr/test-data-predict.8afc47ee7e52874f.webp b/translated_images/fr/test-data-predict.8afc47ee7e52874f.webp
new file mode 100644
index 000000000..0666ce5b1
Binary files /dev/null and b/translated_images/fr/test-data-predict.8afc47ee7e52874f.webp differ
diff --git a/translated_images/fr/thai-food.c47a7a7f9f05c218.webp b/translated_images/fr/thai-food.c47a7a7f9f05c218.webp
new file mode 100644
index 000000000..1eda3cea3
Binary files /dev/null and b/translated_images/fr/thai-food.c47a7a7f9f05c218.webp differ
diff --git a/translated_images/fr/thai.0269dbab2e78bd38.webp b/translated_images/fr/thai.0269dbab2e78bd38.webp
new file mode 100644
index 000000000..a4189cafc
Binary files /dev/null and b/translated_images/fr/thai.0269dbab2e78bd38.webp differ
diff --git a/translated_images/fr/tokenization.1641a160c66cd2d9.webp b/translated_images/fr/tokenization.1641a160c66cd2d9.webp
new file mode 100644
index 000000000..92bdc3a9d
Binary files /dev/null and b/translated_images/fr/tokenization.1641a160c66cd2d9.webp differ
diff --git a/translated_images/fr/train-data-predict.3c4ef4e78553104f.webp b/translated_images/fr/train-data-predict.3c4ef4e78553104f.webp
new file mode 100644
index 000000000..4859bcd84
Binary files /dev/null and b/translated_images/fr/train-data-predict.3c4ef4e78553104f.webp differ
diff --git a/translated_images/fr/train-test.8928d14e5b91fc94.webp b/translated_images/fr/train-test.8928d14e5b91fc94.webp
new file mode 100644
index 000000000..4464b1990
Binary files /dev/null and b/translated_images/fr/train-test.8928d14e5b91fc94.webp differ
diff --git a/translated_images/fr/train-test.ead0cecbfc341921.webp b/translated_images/fr/train-test.ead0cecbfc341921.webp
new file mode 100644
index 000000000..46f4bd04e
Binary files /dev/null and b/translated_images/fr/train-test.ead0cecbfc341921.webp differ
diff --git a/translated_images/fr/train_progress_raw.2adfdf2daea09c59.webp b/translated_images/fr/train_progress_raw.2adfdf2daea09c59.webp
new file mode 100644
index 000000000..9cb93e6e5
Binary files /dev/null and b/translated_images/fr/train_progress_raw.2adfdf2daea09c59.webp differ
diff --git a/translated_images/fr/train_progress_runav.c71694a8fa9ab359.webp b/translated_images/fr/train_progress_runav.c71694a8fa9ab359.webp
new file mode 100644
index 000000000..46fb46ea5
Binary files /dev/null and b/translated_images/fr/train_progress_runav.c71694a8fa9ab359.webp differ
diff --git a/translated_images/fr/turntable.f2b86b13c53302dc.webp b/translated_images/fr/turntable.f2b86b13c53302dc.webp
new file mode 100644
index 000000000..27c674f5b
Binary files /dev/null and b/translated_images/fr/turntable.f2b86b13c53302dc.webp differ
diff --git a/translated_images/fr/ufo.9e787f5161da9d4d.webp b/translated_images/fr/ufo.9e787f5161da9d4d.webp
new file mode 100644
index 000000000..0c5a75f05
Binary files /dev/null and b/translated_images/fr/ufo.9e787f5161da9d4d.webp differ
diff --git a/translated_images/fr/unruly_data.0eedc7ced92d2d91.webp b/translated_images/fr/unruly_data.0eedc7ced92d2d91.webp
new file mode 100644
index 000000000..2b67f40ad
Binary files /dev/null and b/translated_images/fr/unruly_data.0eedc7ced92d2d91.webp differ
diff --git a/translated_images/fr/violin.ffceb68923177011.webp b/translated_images/fr/violin.ffceb68923177011.webp
new file mode 100644
index 000000000..5a3542830
Binary files /dev/null and b/translated_images/fr/violin.ffceb68923177011.webp differ
diff --git a/translated_images/fr/voronoi.1dc1613fb0439b95.webp b/translated_images/fr/voronoi.1dc1613fb0439b95.webp
new file mode 100644
index 000000000..4a7d11723
Binary files /dev/null and b/translated_images/fr/voronoi.1dc1613fb0439b95.webp differ
diff --git a/translated_images/fr/web-app.4c76450cabe20036.webp b/translated_images/fr/web-app.4c76450cabe20036.webp
new file mode 100644
index 000000000..d3d26ebc9
Binary files /dev/null and b/translated_images/fr/web-app.4c76450cabe20036.webp differ
diff --git a/translated_images/fr/wolf.a56d3d4070ca0c79.webp b/translated_images/fr/wolf.a56d3d4070ca0c79.webp
new file mode 100644
index 000000000..a9f12f4bd
Binary files /dev/null and b/translated_images/fr/wolf.a56d3d4070ca0c79.webp differ