MachineLearning | Implement Machine learning algorithm | Machine Learning library
kandi X-RAY | MachineLearning Summary
kandi X-RAY | MachineLearning Summary
Machine learning algorithms implemented by myself with Python 3.6.
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Top functions reviewed by kandi - BETA
- Train the model
- Normalization
- Compute the mean and variance of each column
- Train the model
- Calculate the distance between two points
- Calculates neighbors for training data
- Plot the result
- Train the classifier
- Compute the base classifier
- Predict the predicted classifier
- Predict a test
- Predict for a test
- Calculates the contribution rate for the model
- Predict from test data
- Predict the model for the given test data
- Predict for the given test data
- Predict the prediction
- Predict the probability for each test
- Trains the model
- Predict the given test data
- Predict for each sample
- Train the decision tree
- Train the regression tree
- Predict the class for the model
- Calculate the accuance of the given label
- Accumulate the sum of the given label
- Return the sum of the given label
- Calculate the accuance of a label
- Returns the accuance of the given label
MachineLearning Key Features
MachineLearning Examples and Code Snippets
Community Discussions
Trending Discussions on MachineLearning
QUESTION
Can anyone tell me if one can directly select the DNN AI core for neural network evaluation on HoloLens 2.
I have read about the HPU, which includes and DNN AI core in the GitHub repo here. But in the doc for the devices that can be used only CPU and GPU are listed.
...ANSWER
Answered 2021-Jun-07 at 17:27Currently Windows AI only supports inference on CPUs or GPUs.
Unfortunately there isn't a way to perform inference on the HoloLens2 HPU DNN AI Core at the moment.
QUESTION
I am trying to pass an object of key-value pairs with the value being an array of strings from a Child component to a Parent's state. These values will come from UI-Kitten's multi-select component and it'll be passed as an object to the Parent.
I understand how passing of data works between parent and child components and the usage of useEffect
in a component for componentDidMount
or any conditional fires of an effect. But this case is rather complex.
I could possibly dump the entire Child component into the Parent as I have tried replicating something similar and it works i.e. I get the object of key-value pairs updated whenever user selects/deselects an option from the multi-select. Hoping that I could take the Child-Parent so the Parent wouldn't clutter up as the Child component is pretty long.
I hope I could get some help with it. Thank you!
Parent Component (the state, technologyExperience, is not updating):
...ANSWER
Answered 2021-May-27 at 09:32It seems the bulk of your issue here is a misunderstanding of React hook dependencies. You are using the state updater function as the dependency, but these are stable references, i.e. they are the same from render to render, so if included in a hook's dependency array they won't trigger the hook callback.
Note
React guarantees that
setState
function identity is stable and won’t change on re-renders. This is why it’s safe to omit from theuseEffect
oruseCallback
dependency list.
You will see the useEffect
callback called once on the initial render, but since the dependencies are stable they are never updated and will never trigger the effect callback again later.
Additional Issues
Within the InputBackgroundSelect
component the displayGameDev, displayWebDev, displaymobileDev, displayDb, displayMl, getSelections
variables are dependencies for the useEffect
for the getSelections
callback, but they are declared in the function body of the component. This means they are redeclared each render cycle, thus triggering some render looping.
Fix the useEffect
dependencies in both the parent and child component. Hook dependencies are basically anything that is referenced within the callback that make change from render to render.
Parent
QUESTION
I'm trying to create new Azure Monitor Alert using PS script. I'm using MS documentation here: https://docs.microsoft.com/en-us/powershell/module/az.monitor/add-azmetricalertrulev2?view=azps-5.9.0
Steps to reproduce$condition = New-AzMetricAlertRuleV2Criteria -MetricName "SqlDbDtuUsageMetric" -MetricNameSpace "Microsoft.Sql/servers/databases" -TimeAggregation Average -Operator GreaterThan -Threshold 5
$act = New-AzActionGroup -ActionGroupId /subscriptions/{subscription_id}/resourceGroups/{resource_group}/providers/microsoft.insights/actionGroups/SqlDbDtuUsageAction
Add-AzMetricAlertRuleV2 -Name "SqlDbDtuUsageAlertGt5" -ResourceGroupName {resource_group} -WindowSize 00:05:00 -Frequency 00:05:00 -TargetResourceId "/subscriptions/{subscription_id}/resourceGroups/{resource_group}/providers/Microsoft.Sql/servers/{sql_server}/databases/vi{sql_db}" -Description "Alerting when max used DTU is > 20" -Severity 3 -ActionGroup $act -Condition $condition
Error outputWARNING: 09:04:18 - *** The namespace for all the model classes will change from Microsoft.Azure.Management.Monitor.Management.Models to Microsoft.Azure.Management.Monitor.Models in future releases. WARNING: 09:04:18 - *** The namespace for output classes will be uniform for all classes in future releases to make it independent of modifications in the model classes. VERBOSE: Performing the operation "Create/update an alert rule" on target "Create/update an alert rule: SqlDbDtuUsageAlertGt5 from resource group: vi-prod-be-cin-rg". Add-AzMetricAlertRuleV2 : Exception type: ErrorResponseException, Message: Couldn't find a metric named metric1. Make sure the name is correct. Activity ID: 3e7e537e-43fc-40ad-8a84-745df33e1668., Code: BadRequest, Status code:BadRequest, Reason phrase: BadRequest At line:1 char:1
- Add-AzMetricAlertRuleV2 -Name "SqlDbDtuUsageAlertGt5" -ResourceGroupN ...
- ...
ANSWER
Answered 2021-May-25 at 01:40According to the error, the MetricNameSpace Microsoft.Sql/servers/databases
does not contain metric SqlDbDtuUsageMetric
. Regarding the supported metric, please use the following command to get
QUESTION
I am deploying a custom pytorch model on AWS sagemaker, Following this tutorial. In my case I have few dependencies to install some modules.
I need pycocotools in my inference.py script. I can easily install pycocotool inside a separate notebook using this bash command,
%%bash
pip -g install pycocotools
But when I create my endpoint for deployment, I get this error that pycocotools in not defined. I need pycocotools inside my inference.py script. How I can install this inside a .py file
...ANSWER
Answered 2021-May-01 at 15:29At the beginning of inference.py add these lines:
QUESTION
I have following clickListener
on one of fragments
ANSWER
Answered 2021-Apr-16 at 16:41The methods addOnCompleteListener
and addOnFailureListener
are callbacks. That means is asynchronous, so whatever the method predict
is returning, it can happen before or after those methods are triggered. There are 2 options: add another callback or transform it into suspend.
Callback:
QUESTION
How do I implement a try and except on my python script, I am using the kubernetes python client to communicate with my GKE cluster. And I want to create a deployment if it doesn't exists. I am currently doing this (code below) but it doesn't seem to work as it returns an API exception error and the program crashes.
Here is my current implementation
...ANSWER
Answered 2021-Apr-14 at 21:46I am currently doing this (code below) but it doesn't seem to work as it returns an API exception error and the program crashes.
The reason it crashes is due to no handling of exception within the code. Your approach also seems flawed. Your try statements can be split into something like this (credit)
QUESTION
I'm trying to run apache atlas on my local. There are several problem I have faced to. First, for clearance of how I have build the apache atlas I will describe the steps:
- git clone https://github.com/apache/atlas
- cd atlas
- mvn clean install -DskipTests -X
- mvn clean package -Pdist -DskipTests
It has been built without any error. Here is the project structure:
...ANSWER
Answered 2021-Apr-03 at 17:06After struggling with Apache Atlas for a while, I found 3.0.0 Snapshot
version very buggy! Therefore I have decided to build and install Apache Atlas 2.1.0 RC3
.
Prerequisite:
Make sure you have installed java on your machine. In case it is not installed on your computer, you can install it using the following command in Linux:
sudo apt-get install openjdk-8-jre
Then JAVA_HOME
should be set:
QUESTION
For a project I'm working on, I need to use ML.NET's CreatePredictionEngine method with emitted types for TSrc
and TDst
. I'm emitting those with System.Reflection.Emit
.
Here's how I'm creating my dynamic prediction engine :
...ANSWER
Answered 2021-Apr-02 at 22:49You have to invoke the Predict method:
QUESTION
Here is the code:
...ANSWER
Answered 2021-Mar-28 at 17:08try this:
QUESTION
So basically I am trying to analyse instagram accounts. I have scraped intagram using selenium and created a datafram which includes links to the post, number of likes and hashtags used. So in the data frame i have included list object in a cloumn and i awant to find the count of unique hashtags used in total.
This is how thw dataframe looks like.
ANSWER
Answered 2021-Feb-25 at 15:06Here is one way using Counter
:
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Install MachineLearning
You can use MachineLearning like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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