Feature/sof 2002 #24

PhaniD · 2017-02-28T01:04:41Z

No description provided.

…eters to methods

PhaniD · 2017-03-06T22:59:08Z

example/job/ml_model.json

@@ -0,0 +1,11 @@
+{


Example ML model schema. A file is added here with prefix "ml_" to show an example.

The existing JSON schema for model is modified to include ML models https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-d9fa058c7568fad2c154cae5ae1b8679

PhaniD · 2017-03-06T23:02:12Z

example/job/model/method/ml_workflow.json

@@ -0,0 +1,14 @@
+{


Example ML workflow schema. A file is added here with prefix "ml_" to show an example.

The existing JSON schema for workflow is not modified

PhaniD · 2017-03-06T23:03:35Z

example/job/model/method/workflow/ml_fit.json

@@ -0,0 +1,11 @@
+


Example ML unit (fit) schema. A file is added here with prefix "ml_" to show an example.

The existing JSON schema for unit is modified to include ML units
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-9b527677fbdc8781894e1d6a76da0c70

PhaniD · 2017-03-06T23:04:34Z

example/job/model/method/workflow/ml_interface.json

@@ -0,0 +1,9 @@
+{


Example ML unit (interface) schema. A file is added here with prefix "ml_" to show an example.

The existing JSON schema for unit is modified to include ML units
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-9b527677fbdc8781894e1d6a76da0c70

PhaniD · 2017-03-06T23:05:00Z

example/job/model/method/workflow/ml_predict.json

@@ -0,0 +1,9 @@
+{


Example ML unit (predict) schema. A file is added here with prefix "ml_" to show an example.

The existing JSON schema for unit is modified to include ML units
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-9b527677fbdc8781894e1d6a76da0c70

PhaniD · 2017-03-06T23:06:26Z

example/job/model/method/workflow/unit/fit.json

@@ -0,0 +1,14 @@
+{


Example ML Fit unit schema.
Schema for ML fit unit:
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-18e22f7533d5a7e5997661e9e419bfdb

PhaniD · 2017-03-06T23:07:12Z

example/job/model/method/workflow/unit/interface.json

@@ -0,0 +1,27 @@
+{


Example ML Interface unit schema.
Schema for ML interface unit:
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-4567c3822b8d8d23ac825eef93b79701

PhaniD · 2017-03-06T23:08:08Z

example/job/model/method/workflow/unit/predict.json

@@ -0,0 +1,10 @@
+{


Example ML Predict unit schema.
Schema for ML predict unit:
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-ef0d5749eee2b35a8de655f657f0e261

PhaniD · 2017-03-06T23:09:21Z

example/job/model/ml_method.json

@@ -0,0 +1,7 @@
+{


Example method schema. A file is added here with prefix "ml_" to show an example.

The existing JSON schema for method is modified to include ML methods
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-01d16ed8967fedca6691f225bbccf127

PhaniD · 2017-03-06T23:12:08Z

example/job/theory/ml/model_parameters/input_data

@@ -0,0 +1 @@
+"{\"Si\":{\"c8zG3XcnnTybfP3QQ\":0.6875,\"wWK2XCyivQrG8j34Z\":0.8125},\"Ge\":{\"c8zG3XcnnTybfP3QQ\":0.3125,\"wWK2XCyivQrG8j34Z\":0.1875},\"lattice_volume\":{\"c8zG3XcnnTybfP3QQ\":327.1127749111,\"wWK2XCyivQrG8j34Z\":327.1127749111}}"


Example input data for model training. This data is also stored with the trained model

PhaniD · 2017-03-06T23:13:43Z

example/job/theory/ml/model_parameters/model_parameters.json

@@ -0,0 +1,18 @@
+{


Example model parameters schema.

Schema for storing model parameters
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-77399703a8199ad7ffdb54ee71260074

PhaniD · 2017-03-06T23:15:19Z

example/job/theory/ml/prediction.json

@@ -0,0 +1,10 @@
+{


Example schema for prediction in ML. Prediction is a type of ML method.

Prediction schema is here:
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-8f2aae9a6d339d59c0de7032d64e2e32

PhaniD · 2017-03-06T23:16:42Z

example/job/theory/ml/prediction/precision.json

@@ -0,0 +1,3 @@
+{


Example schema for precision of a method in ML.

Precision schema is here:
https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-4bcd9a4659d8983393149071d7c2d416

PhaniD · 2017-03-06T23:21:36Z

schema/job/model/method/workflow/unit/fit.json

@@ -0,0 +1,35 @@
+{


ML Fit unit schema

Example is here: https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-8640cd78ecf402e276ec40dab50a3d1f

PhaniD · 2017-03-06T23:22:14Z

schema/job/model/method/workflow/unit/interface.json

@@ -0,0 +1,57 @@
+{


ML interface unit schema

Example is here: https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-e94cf4cd5e2adb4e9bc8a1d1c6159b70

PhaniD · 2017-03-06T23:22:47Z

schema/job/model/method/workflow/unit/predict.json

@@ -0,0 +1,26 @@
+{


ML Predict unit schema
Example is here: https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-61665cbffe489c45dafd64cd422c37fc

PhaniD · 2017-03-06T23:23:08Z

schema/job/model/method/workflow/unit/transform.json

@@ -0,0 +1,31 @@
+{


ML Transform unit schema. No example.

PhaniD · 2017-03-06T23:27:15Z

schema/job/theory/ml/classification.json

@@ -0,0 +1,29 @@
+{


Classification is a type of ML method. No example

PhaniD · 2017-03-06T23:27:45Z

schema/job/theory/ml/classification/precision.json

@@ -0,0 +1,17 @@
+{


Precision of ML method (type: classification). No Example

PhaniD · 2017-03-06T23:29:29Z

schema/job/theory/ml/prediction.json

@@ -0,0 +1,28 @@
+{


Prediction is a type of ML method. Example is here: https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-39813d9642bb6ee3939bb4d5002fbc4c

PhaniD · 2017-03-06T23:29:48Z

schema/job/theory/ml/prediction/precision.json

@@ -0,0 +1,21 @@
+{


Precision of ML method (type: Prediction).

Example is here: https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-f2be34f62401c4f2156ac65acf497437

PhaniD · 2017-03-06T23:31:00Z

schema/job/theory/ml/model_parameters/model_parameters.json

@@ -0,0 +1,46 @@
+{


Schema for storing model parameters.

Example is here: https://github.com/Exabyte-io/exabyte-materials-json/pull/24/files#diff-9612b97f18df07de17543eb3eea5abf8

timurbazhirov · 2017-03-08T09:02:22Z

example/job/theory/ml/linear/input_data

@@ -0,0 +1 @@
+"{\"Si\":{\"c8zG3XcnnTybfP3QQ\":0.6875,\"wWK2XCyivQrG8j34Z\":0.8125},\"Ge\":{\"c8zG3XcnnTybfP3QQ\":0.3125,\"wWK2XCyivQrG8j34Z\":0.1875},\"lattice_volume\":{\"c8zG3XcnnTybfP3QQ\":327.1127749111,\"wWK2XCyivQrG8j34Z\":327.1127749111}}"


We need to make it into a proper JSON object as discussed

timurbazhirov · 2017-03-08T09:03:01Z

example/job/theory/ml/linear/parameters.json

+    ],
+    "intercept": 0.45,
+    "modelData" : {
+            "...": "(include(input_data)"


Extra braces - did you test this?

Phani added 2 commits February 27, 2017 16:31

drafted ML json schema and examples

737f2ae

method directory cleanup

42f6a38

PhaniD requested a review from timurbazhirov February 28, 2017 01:04

Phani added 5 commits February 28, 2017 11:32

feature/SOF-2002 added json schema for ML units and moved model param…

c9d2293

…eters to methods

Adjusted JSON Schema to include ML units

12304a2

deleted old ML units

a94f27b

deleted old ML units example schema

a4018d7

Fixed JSON formatting errors

5a9d5cf

PhaniD commented Mar 6, 2017

View reviewed changes

modified model data

1d2f91a

PhaniD commented Mar 6, 2017

View reviewed changes

schema/job/model/method/workflow/unit/transform.json Outdated

@@ -0,0 +1,31 @@

{

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PhaniD Mar 6, 2017

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ML Transform unit schema. No example.

PhaniD commented Mar 6, 2017

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schema/job/theory/ml/classification.json Outdated

@@ -0,0 +1,29 @@

{

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PhaniD Mar 6, 2017

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Classification is a type of ML method. No example

PhaniD commented Mar 6, 2017

View reviewed changes

Phani added 4 commits March 7, 2017 15:41

Reorganized ML model and method schema

7459af6

ML units cleanup

755b121

Adjusted JSON schema for ML units

57d3a98

Added examples for ML input

089cb4a

timurbazhirov reviewed Mar 8, 2017

View reviewed changes

fixed parameters input data

e48c227

PhaniD merged commit 4d6e64d into epic/SOF-2008 Mar 8, 2017

PhaniD deleted the feature/SOF-2002 branch March 21, 2017 18:14

		@@ -0,0 +1 @@
		"{\"Si\":{\"c8zG3XcnnTybfP3QQ\":0.6875,\"wWK2XCyivQrG8j34Z\":0.8125},\"Ge\":{\"c8zG3XcnnTybfP3QQ\":0.3125,\"wWK2XCyivQrG8j34Z\":0.1875},\"lattice_volume\":{\"c8zG3XcnnTybfP3QQ\":327.1127749111,\"wWK2XCyivQrG8j34Z\":327.1127749111}}"

Feature/sof 2002 #24

Feature/sof 2002 #24

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PhaniD commented Feb 28, 2017

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