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feat(teds):finalisation
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hfsllt committed Dec 17, 2024
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77 changes: 49 additions & 28 deletions docs/20241218_teds_model.html
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Expand Up @@ -200,7 +200,7 @@ <h3 style="font-size: 1.2em">Les éléments clés à retenir:</h3>
<br />
</li>
<li>
🏆 La France est classée cinquième par rapport aux autres pays
🏆 La France est classée huitième par rapport aux autres pays
sur OpenAlex en 2022
<br />
<br />
Expand Down Expand Up @@ -286,7 +286,10 @@ <h3 style="font-size: 0.7em">
classes
</h3>
<div style="font-size: 0.8em">
<img style="height: 500px" src="images/teds_learning_base.png" />
<img
style="height: 500px"
src="images/teds/teds_learning_base.png"
/>
</div>
</section>
<section>
Expand Down Expand Up @@ -363,7 +366,7 @@ <h3 style="font-size: 0.7em">
<div style="height: 800px">
<img
style="height: 600px"
src="images/topics_distribution_IPCC_model.png"
src="images/teds/topics_distribution_IPCC_model.png"
/>
</div>
</section>
Expand All @@ -375,7 +378,7 @@ <h3 style="font-size: 0.7em">
<div style="height: 800px">
<img
style="height: 600px"
src="images/locations_distribution_IPCC_model.png"
src="images/teds/locations_distribution_IPCC_model.png"
/>
</div>
</section>
Expand All @@ -384,7 +387,7 @@ <h3 style="font-size: 0.7em">
... et 90% des publications datent des 10 dernières années
</h3>
<div style="height: 800px">
<img src="images/time_distribution_IPCC_model.png" />
<img src="images/teds/time_distribution_IPCC_model.png" />
</div>
</section>
</section>
Expand Down Expand Up @@ -425,7 +428,7 @@ <h3 style="font-size: 0.85em">Faire le modèle (1/3)</h3>
Il ne faut pas seulement entraîner un modèle mais aussi le tester,
pour ça on divise notre base de données en deux parties :
<div style="height: 500px">
<img src="images/teds_learning_base2.png" />
<img src="images/teds/teds_learning_base2.png" />
</div>
</div>
</section>
Expand All @@ -435,7 +438,7 @@ <h3 style="font-size: 0.85em">
publications "non-giec" dans les bases test et apprentissage
</h3>
<div style="height: 500px">
<img src="images/teds_learning_base3.png" />
<img src="images/teds/teds_learning_base3.png" />
</div>
</section>
</section>
Expand Down Expand Up @@ -469,7 +472,7 @@ <h3 style="font-size: 0.8em">
base
</h3>
<div style="height: 600px; font-size: 0.7em">
<img src="images/teds_vectors.png" />
<img src="images/teds/teds_vectors.png" />
<br />
➔ il permet de donner la localisation d'un point dans l'espace sur
plusieurs dimensions
Expand All @@ -480,7 +483,7 @@ <h3 style="font-size: 0.7em">
Vectoriser des mots pré-suppose des connaissances liées à ces mots
</h3>
<div style="height: 500px">
<img src="images/teds_model_embeddings.png" />
<img src="images/teds/teds_model_embeddings.png" />
</div>
<div style="font-size: 0.55em">
➔ En connaissant un peu le sujet, on peut placer approximativement
Expand Down Expand Up @@ -594,7 +597,7 @@ <h3 style="font-size: 0.7em">
d'apprentissage - exemple à 1 dimension :
</h3>
<div style="height: 550px">
<img src="images/teds_regression_app.png" />
<img src="images/teds/teds_regression_app.png" />
</div>
</section>
<section>
Expand All @@ -604,7 +607,7 @@ <h3 style="font-size: 0.85em">
pas à la base d'apprentissage)
</h3>
<div style="height: 500px">
<img src="images/teds_regression_test.png" />
<img src="images/teds/teds_regression_test.png" />
</div>
</section>
<section>
Expand Down Expand Up @@ -641,7 +644,7 @@ <h3 style="font-size: 0.85em">
publications sont prédits correctement, soit 97% des publications
</h3>
<div style="height: 500px; font-size: 0.8em">
<img src="images/teds_model_results.png" />
<img src="images/teds/teds_model_results.png" />
<br />
</div>
</section>
Expand All @@ -652,9 +655,9 @@ <h3 style="font-size: 0.7em">
group il aurait été cité :
</h3>
<div class="gallery">
<img src="images/teds_model2_results_science.png" />
<img src="images/teds_model2_results_adaptation.png" />
<img src="images/teds_model2_results_mitigation.png" />
<img src="images/teds/teds_model2_results_science.png" />
<img src="images/teds/teds_model2_results_adaptation.png" />
<img src="images/teds/teds_model2_results_mitigation.png" />
</div>
</section>
</section>
Expand Down Expand Up @@ -683,7 +686,7 @@ <h3 style="font-size: 0.85em">
abordées par le GIEC semble augmenter ces dernieres années :
</h3>
<div style="height: 500px; font-size: 0.8em">
<img src="images/teds_model_scanR1.png" />
<img src="images/teds/teds_model_scanR1.png" />
<br />
</div>
</section>
Expand All @@ -693,9 +696,9 @@ <h3 style="font-size: 0.7em">
l'adaptation
</h3>
<div class="gallery">
<img src="images/teds_model_science_scanR3.png" />
<img src="images/teds_model_adaptation_scanR3.png" />
<img src="images/teds_model_mitigation_scanR3.png" />
<img src="images/teds/teds_model_science_scanR3.png" />
<img src="images/teds/teds_model_adaptation_scanR3.png" />
<img src="images/teds/teds_model_mitigation_scanR3.png" />
</div>
</section>
<section>
Expand All @@ -704,7 +707,7 @@ <h3 style="font-size: 0.7em">
large panel - giec
</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_scanR_authors_ipcc.png" />
<img src="images/teds/teds_scanR_authors_ipcc.png" />
</div>
</section>
<section>
Expand All @@ -714,15 +717,15 @@ <h3 style="font-size: 0.7em">
predict giec
</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_scanR_authors_predict.png" />
<img src="images/teds/teds_scanR_authors_predict.png" />
</div>
</section>
<section>
<h3 style="font-size: 0.7em">
Les clusters sont très interconnectés - giec
</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_scanR_themes_ipcc.png" />
<img src="images/teds/teds_scanR_themes_ipcc.png" />
</div>
</section>
<section>
Expand All @@ -732,7 +735,7 @@ <h3 style="font-size: 0.7em">
le modèle - predict giec
</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_scanR_themes_predict.png" />
<img src="images/teds/teds_scanR_themes_predict.png" />
</div>
</section>
<section>
Expand Down Expand Up @@ -770,23 +773,41 @@ <h3 style="font-size: 0.7em">
<h3 style="font-size: 0.7em">
La Chine et l'Inde semble publier de plus en plus à ce sujet...
</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_part-of-publications.png" />
<div style="height: 650px; font-size: 0.8em">
<img src="images/teds/teds_part-of-publications2.png" />
</div>
</section>
<section>
<h3 style="font-size: 0.7em">
...mais la progression de l'Inde reste la plus impressionante à
l'échelle inter-pays
</h3>
<div style="height: 650px; font-size: 0.8em">
<img src="images/teds/teds_rank-for-6-countries2.png" />
</div>
</section>
<section>
<h3 style="font-size: 0.7em">Annexe</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds/teds_rank-for-10-countries2.png" />
</div>
</section>
<section>
<h3 style="font-size: 0.7em">Annexe</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds/teds_part-of-publications.png" />
</div>
</section>
<section>
<h3 style="font-size: 0.7em">Annexe</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_rank-for-6-countries.png" />
<img src="images/teds/teds_rank-for-6-countries.png" />
</div>
</section>
<section>
<h3 style="font-size: 0.7em">Annexe</h3>
<div style="height: 800px; font-size: 0.8em">
<img src="images/teds_rank-for-10-countries.png" />
<img src="images/teds/teds_rank-for-10-countries.png" />
</div>
</section>
</section>
Expand Down Expand Up @@ -816,7 +837,7 @@ <h3 style="font-size: 1.2em">Les éléments clés à retenir:</h3>
<br />
</li>
<li>
🏆 La France est classée cinquième par rapport aux autres pays
🏆 La France est classée huitième par rapport aux autres pays
sur OpenAlex en 2022
<br />
<br />
Expand Down
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