Ryan Avery

Agreed on explaining more about conda-forge thanks for the tips! I'm interested to try miniforge for this lesson, though I've heard anecdotal reports that recent, particular versions of mamba can...

Hey cool! We're looking for other groups that want to teach this and to record if it happens so that this workshop can be certified as an official lesson cc...

I am also still getting this error [Playground Link](https://rjsf-team.github.io/react-jsonschema-form/#{"schema":{"$schema":"http://json-schema.org/draft-07/schema#","$id":"https://crim-ca.github.io/mlm-extension/v1.2.0/schema.json","title":"Machine Learning Model STAC Extension Schema","description":"This object represents the metadata for a Machine Learning Model (MLM) used in STAC documents.","oneOf":[{"$comment":"This is the schema for STAC extension MLM in Items.","allOf":[{"$comment":"Schema to validate the MLM fields under Item properties or Assets properties.","type":"object","required":["type","properties","assets"],"properties":{"type":{"const":"Feature"},"properties":{"allOf":[{"required":["mlm:name","mlm:architecture","mlm:tasks","mlm:input","mlm:output"]},{"$ref":"#/$defs/fields"}]},"assets":{"type":"object","additionalProperties":{"allOf":[{"$ref":"#/$defs/fields"}]}}}},{"$ref":"#/$defs/stac_extensions_mlm"},{"$comment":"Schema to validate model role requirement.","$ref":"#/$defs/AssetModelRoleMinimumOneDefinition"}]},{"$comment":"This is the schema for STAC extension MLM in Collections.","allOf":[{"type":"object","required":["type"],"properties":{"type":{"const":"Collection"},"summaries":{"type":"object","additionalProperties":{"$ref":"#/$defs/fields"}},"assets":{"type":"object","additionalProperties":{"$ref":"#/$defs/fields"}},"item_assets":{"type":"object","additionalProperties":{"$ref":"#/$defs/fields"}}}},{"$ref":"#/$defs/stac_extensions_mlm"}]}],"$defs":{"stac_extensions_mlm":{"type":"object","required":["stac_extensions"],"properties":{"stac_extensions":{"type":"array","contains":{"const":"https://crim-ca.github.io/mlm-extension/v1.2.0/schema.json"}}}},"stac_extensions_eo":{"type":"object","required":["stac_extensions"],"properties":{"stac_extensions":{"type":"array","contains":{"type":"string","pattern":"https://stac-extensions\\.github\\.io/eo/v1(\\.[0-9]+){2}/schema\\.json"}}}},"stac_extensions_eo_bands":{"required":["eo:bands"],"$comment":"This is the JSON-object 'properties' definition for the STAC Item 'properties' field.","properties":{"$comment":"https://github.com/stac-extensions/eo#item-properties-or-asset-fields","eo:bands":{"type":"array","minItems":1,"items":{"type":"object"}}}},"stac_extensions_raster":{"type":"object","required":["stac_extensions"],"properties":{"stac_extensions":{"type":"array","contains":{"type":"string","pattern":"https://stac-extensions\\.github\\.io/raster/v1(\\.[0-9]+){2}/schema\\.json"}}}},"stac_extensions_raster_bands":{"required":["raster:bands"],"$comment":"This is the JSON-object 'properties' definition for the STAC Item 'properties' field.","properties":{"$comment":"https://github.com/stac-extensions/raster#item-asset-fields","raster:bands":{"type":"array","minItems":1,"items":{"type":"object"}}}},"stac_version_1.1":{"$comment":"Requirement for STAC 1.1 or above.","type":"object","required":["stac_version"],"properties":{"stac_version":{"pattern":"1\\.[1-9][0-9]*\\.[0-9]+(-.*)?"}}},"fields":{"type":"object","properties":{"mlm:name":{"$ref":"#/$defs/mlm:name"},"mlm:architecture":{"$ref":"#/$defs/mlm:architecture"},"mlm:tasks":{"$ref":"#/$defs/mlm:tasks"},"mlm:framework":{"$ref":"#/$defs/mlm:framework"},"mlm:framework_version":{"$ref":"#/$defs/mlm:framework_version"},"mlm:memory_size":{"$ref":"#/$defs/mlm:memory_size"},"mlm:total_parameters":{"$ref":"#/$defs/mlm:total_parameters"},"mlm:pretrained":{"$ref":"#/$defs/mlm:pretrained"},"mlm:pretrained_source":{"$ref":"#/$defs/mlm:pretrained_source"},"mlm:batch_size_suggestion":{"$ref":"#/$defs/mlm:batch_size_suggestion"},"mlm:accelerator":{"$ref":"#/$defs/mlm:accelerator"},"mlm:accelerator_constrained":{"$ref":"#/$defs/mlm:accelerator_constrained"},"mlm:accelerator_summary":{"$ref":"#/$defs/mlm:accelerator_summary"},"mlm:accelerator_count":{"$ref":"#/$defs/mlm:accelerator_count"},"mlm:input":{"$ref":"#/$defs/mlm:input"},"mlm:output":{"$ref":"#/$defs/mlm:output"},"mlm:hyperparameters":{"$ref":"#/$defs/mlm:hyperparameters"}},"$comment":"Allow properties not defined by MLM prefix to allow combination with other extensions.","patternProperties":{"^(?!dlm:)":{}},"additionalProperties":false},"mlm:name":{"type":"string","pattern":"^[a-zA-Z][a-zA-Z0-9_.\\-\\s]+[a-zA-Z0-9]$"},"mlm:architecture":{"type":"string","title":"Model Architecture","description":"A descriptive name of the model architecture, typically a common name from the literature.","examples":["ResNet","VGG","GAN","Vision Transformer"]},"mlm:framework":{"title":"Name of the machine learning framework used.","anyOf":[{"$comment":"Add more entries here as needed, and repeat them in the README.","description":"Notable predefined framework names.","type":"string","enum":["PyTorch","TensorFlow","scikit-learn","Hugging Face","Keras","ONNX","rgee","spatialRF","JAX","MXNet","Caffe","PyMC","Weka"]},{"type":"string","minLength":1,"pattern":"^(?=[^\\s._\\-]).*[^\\s._\\-]$","description":"Any other framework name to allow extension. 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Our ML team have been avid users of torchdata. We have used it to build datapipes that fetch large raster datasets from cloud providers to support training and inference. Currently...

solved, I switched to using the dashboard

> @zxweed Thanks for pointing this out! I didn't notice the version of jupyterlab is 4.1.6. I just did a quick test upgrading jupyterlab to 4.2.0, and it works as...

Wow thanks all for the quick and insightful comments! @mdsumner great recommendation on GTI that short example you provided is compelling. Looking forward to trying it out. @ljstrnadiii you laid...

> you want to create a image server or tile pyramid of whole world? Not uncommon to need to serve a large fraction of it to a machine learning model....

I'm definitely interested, thanks for adding notes. It's possible I won't make quick (or any) progress because of other responsibilities 😬

> I find `NonGeoDataset` easier to use, especially if the geo information is corrupted, or if there are multiple CRSs in use. The only reason to use `GeoDataset` is if...