update samples from Release-92 as a part of SDK release

Author: amlrelsa-ms

how-to-use-azureml/azure-synapse/Titanic.csv

@@ -94,6 +94,17 @@ def main():
     os.makedirs(output_dir, exist_ok=True)
 
     kwargs = {'num_workers': 1, 'pin_memory': True} if use_cuda else {}
+    # Use Azure Open Datasets for MNIST dataset
+    datasets.MNIST.resources = [
+        ("https://azureopendatastorage.azurefd.net/mnist/train-images-idx3-ubyte.gz",
+         "f68b3c2dcbeaaa9fbdd348bbdeb94873"),
+        ("https://azureopendatastorage.azurefd.net/mnist/train-labels-idx1-ubyte.gz",
+         "d53e105ee54ea40749a09fcbcd1e9432"),
+        ("https://azureopendatastorage.azurefd.net/mnist/t10k-images-idx3-ubyte.gz",
+         "9fb629c4189551a2d022fa330f9573f3"),
+        ("https://azureopendatastorage.azurefd.net/mnist/t10k-labels-idx1-ubyte.gz",
+         "ec29112dd5afa0611ce80d1b7f02629c")
+    ]
     train_loader = torch.utils.data.DataLoader(
         datasets.MNIST('data', train=True, download=True,
                        transform=transforms.Compose([transforms.ToTensor(),

how-to-use-azureml/azure-synapse/spark_job_on_synapse_spark_pool.ipynb

@@ -3,7 +3,11 @@ dependencies:
 - pip:
   - azureml-sdk
   - azureml-interpret
-  - interpret-community[visualization]
+  - flask
+  - flask-cors
+  - gevent>=1.3.6
+  - jinja2
+  - ipython
   - matplotlib
   - azureml-dataset-runtime
   - ipywidgets

how-to-use-azureml/azure-synapse/spark_session_on_synapse_spark_pool.ipynb

@@ -3,6 +3,10 @@ dependencies:
 - pip:
   - azureml-sdk
   - azureml-interpret
-  - interpret-community[visualization]
+  - flask
+  - flask-cors
+  - gevent>=1.3.6
+  - jinja2
+  - ipython
   - matplotlib
   - ipywidgets

how-to-use-azureml/deployment/onnx/mnist.py

@@ -3,6 +3,10 @@ dependencies:
 - pip:
   - azureml-sdk
   - azureml-interpret
-  - interpret-community[visualization]
+  - flask
+  - flask-cors
+  - gevent>=1.3.6
+  - jinja2
+  - ipython
   - matplotlib
   - ipywidgets

how-to-use-azureml/explain-model/azure-integration/remote-explanation/explain-model-on-amlcompute.yml

@@ -3,7 +3,11 @@ dependencies:
 - pip:
   - azureml-sdk
   - azureml-interpret
-  - interpret-community[visualization]
+  - flask
+  - flask-cors
+  - gevent>=1.3.6
+  - jinja2
+  - ipython
   - matplotlib
   - azureml-dataset-runtime
   - azureml-core