Dev: allow inference for smallest clouds possible + addresses many smaller issues.

[CharlesGaydon]

Goal : accept patches of data with the minimal number of nodes i.e. 1 node.
Until now we would disregard patches with less than 50 nodes (points). But the model architecture is designed to accept such cases, which is useful to avoid null predictions in e.g. water areas.

There was an issue with the standardization of intensity / average colors when num_nodes was equal to 1 (then : std is undefined). This is now fixed and any any patch with at least 1 node is accepted and can have an inference.

Empty patches are still ignored.

This should fix #79

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Additionnally this branch turned into a dev branch with other additions:

• CHANGELOG.md
• New dataset_description for pacasam datasets
• Fixes for:
  • Bottleneck: finding abs paths of clouds from their basename takes forever #82
  • Hydra searchpath is outdated - is it still necessary? #60
  • Configuration d'XP redondante #68
  • Obligation de préciser une task + lecture par sys.argv #69
  • ⚠️ Clouds need to be colorized (RGB+NIR) and there is an open pip package to do so! #75

[CharlesGaydon]

rebased pour ne garder que le changement de la minor version.

[CharlesGaydon]

Error due to docker mount. I deleted the image and ran the tests again...

[CharlesGaydon]

Simply a store mount error due to a bad network (I cannot ping store.ign.fr). I unmounted the store and will need to mount it back when the connection is back on.

[CharlesGaydon]

Last commit fixes #60

[CharlesGaydon]

last commit fixes #68

[CharlesGaydon]

Last commit fixes: #69

[CharlesGaydon]

Last commit addresses #75

[CharlesGaydon]

@leavauchier J'ai rétabli les tests unitaires. Le store est toujours inacessible mais le reste des tests passe.