Merge pull request #691 from Luis-Fernando-Molina/develop

Contribution: TensorFlow definitions added to the Docs
2021-03-16 13:18:18 +01:00
commit dd3ce6b852
@@ -0,0 +1,13 @@
+{
+    "type": "Callbacks",
+    "definition": {
+        "text": " A callback function is a function passed into another function as an argument, which is then invoked inside the outer function to complete some kind of routine or action.",
+        "updated": 1615896143124
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Compile",
+    "definition": {
+        "text": "Configures and prepares the model for training and evaluation. Compiling outfits the model with an optimizer, loss, and/or metrics.",
+        "updated": 1615895514544
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Data Feature",
+    "definition": {
+        "text": "Each individual feature of the set of input features.",
+        "updated": 1615895420029
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Data Label",
+    "definition": {
+        "text": "A single individual Output Label.",
+        "updated": 1615896281923
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Epochs",
+    "definition": {
+        "text": "An epoch, in Machine Learning, is the entire processing by the learning algorithm of the entire train-set. ... It has been used for a long time in the field of Machine Learning. One epoch is the time step that is incremented every time it has went through all the samples in the training set.",
+        "updated": 1615896049640
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -1,8 +1,8 @@
 {
    "type": "Feature Formula",
    "definition": {
-        "text": "A formula that allows users to specify an input value using any of the Data Structures provided by Superalgos to access indicators.",
-        "updated": 1613299711281
+        "text": "A formula that allows users to specify an input value of a Data Feature, using any of the Data Structures provided by Superalgos to access indicators.",
+        "updated": 1615896367911
    },
    "paragraphs": [
        {
@@ -0,0 +1,13 @@
+{
+    "type": "Fit Dataset",
+    "definition": {
+        "text": "Trains the model using a dataset object.",
+        "updated": 1615895541124
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Label Formula",
+    "definition": {
+        "text": "A user defined formula that defines which data will be feeded to a certain Data Label.",
+        "updated": 1615896316212
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Loss Function",
+    "definition": {
+        "text": "Machines learn by means of a loss function. It's a method of evaluating how well specific algorithm models the given data. If predictions deviates too much from actual results, loss function would cough up a very large number.",
+        "updated": 1615895725952
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Metrics",
+    "definition": {
+        "text": "A number that you care about. May or may not be directly optimized in a machine-learning system. A metric that your system tries to optimize is called an objective.",
+        "updated": 1615895860780
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Optimizer",
+    "definition": {
+        "text": "Optimizers are the extended class, which include added information to train a specific model. The optimizer class is initialized with given parameters but it is important to remember that no Tensor is needed. The optimizers are used for improving speed and performance for training a specific model.",
+        "updated": 1615895635391
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Output Labels",
+    "definition": {
+        "text": "Ouput labels are the things we're predicting—the y variable in simple linear regression. The label could be the future price of wheat, the kind of animal shown in a picture, the meaning of an audio clip, or just about anything.",
+        "updated": 1615896247619
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}
@@ -0,0 +1,13 @@
+{
+    "type": "Verbose",
+    "definition": {
+        "text": "Verbose mode is an option available in many computer operating systems and programming languages that provides additional details as to what the computer is doing and what drivers and software it is loading during startup or in programming it would produce detailed output for diagnostic purposes thus makes a program easier to debug.",
+        "updated": 1615895950551
+    },
+    "paragraphs": [
+        {
+            "style": "Text",
+            "text": "Left click and select the pencil button to enter edit mode."
+        }
+    ]
+}