autocluster | AutoML for clustering models in sklearn | Machine Learning library
kandi X-RAY | autocluster Summary
kandi X-RAY | autocluster Summary
autocluster is an automated machine learning (AutoML) toolkit for performing clustering tasks.
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Top functions reviewed by kandi - BETA
- Establishes the model
- Build a configuration object
- Predict given data
- Log a string
- Decode a log file into dictionaries
- Read a file as a string
- Gets the run history from the input string
- Return a list of dictionaries by iteration
- Extract metadata from a log file
- Get the run history from the input string
- Return a function that computes the evaluator
- Calculates the linear combination of the objective function
- Predict for data
- Collect and save metafledge info from log files
- Calculates the mean Entropy
- Third quartile Entropy
- Compute the first quartile Entropy
- Compute the median Entropy
- Maximum Entropy
- Calculate the minimum entropy of a dataset
- Returns a list of trajectories
- Encode a parameter
- Return the basename of a given path
autocluster Key Features
autocluster Examples and Code Snippets
Community Discussions
Trending Discussions on autocluster
QUESTION
I am attempting to install the following package: https://pypi.org/project/autocluster/
However, it looks like it requires the use of matplotlib==3.0.3, as when I try to install it i get the following error:
I already have newer versions of matplotlib installed and I also tried installing older versions, but its heart is set on building new package with 3.0.3. How can either install this version correctly or bypass the issue?
...ANSWER
Answered 2020-Jun-04 at 22:40matplotlib 3.0.3 provides wheels for Python 3.5-3.7 but not for 3.8 so pip is trying to build from sources and failed.
Use Python 3.7. Or install dependencies and build from sources.
QUESTION
Let's say I would like to scrape some metadata from a website:
https://www.diepresse.com/4913597/autocluster-buhlt-um-osterreich-teststrecke-fur-google-autos
To be more precise, i.e. from the Key fullChannel the Value /home/wirtschaft/international from this
Right now I am using Selenium and Xpath and can't really figure out how to use regex on this:
...ANSWER
Answered 2019-Sep-30 at 21:08Your XPath to find script seems to be wrong -- try this:
QUESTION
I am new to RabbitMQ and I have troubles when handling RabbitMQ cluster.
The topology is like:
At first, every is ok. RabbitMQ node1 and RabbitMQ node2 are in a cluster. They are interconnected by a RabbitMQ plugin called autocluster.
Then I delete pod rabbitmq-1 by kubectl delete pod rabbitmq-1. And I found that RabbitMQ application in node1 is stopped. I don't understand why RabbittoMQ will stop application if it detects another node's failure. It does not make sense. Is this behaviour designed by RabbitMQ or autocluster? Can you enlighten me?
My config is like:
...ANSWER
Answered 2018-Jan-28 at 17:37You set cluster_partition_handling to pause_minority. One out of two nodes isn't the majority, so the cluster stops as configured. You either have to add an additional node or set cluster_partition_handling to ignore.
From the docs:
In pause-minority mode RabbitMQ will automatically pause cluster nodes which determine themselves to be in a minority (i.e. fewer or equal than half the total number of nodes) after seeing other nodes go down. It therefore chooses partition tolerance over availability from the CAP theorem. This ensures that in the event of a network partition, at most the nodes in a single partition will continue to run. The minority nodes will pause as soon as a partition starts, and will start again when the partition ends.
QUESTION
I have created Rabbitmq autocluster with 3 Pods in Kubernetes according to public repository: https://github.com/kuberstack/kubernetes-rabbitmq-autocluster
Messages in queue don't survive Pod restarts in the following basic scenario:
- Create durable queue "test"
- Send message to queue "test"
- Wait 10 minutes and delete pod 1.
- Wait 10 minutes and delete pod 2.
- Wait 10 minutes and delete pod 3.
- List queues.
After deleting all 3 pods, queue "test" always doesn't exist. After each pod deletion, cluster is working properly, I can send and receive new messages.
It looks like Rabbitmq doesn't replicate existent messages to new pods. How can I force Rabbitmq to share all messages with new pods?
Many Thanks,
RabbitMq Startup Logs: Log file
...ANSWER
Answered 2017-Oct-26 at 21:17You need to verify if the queues have their contents mirrored accross the cluster.
RMQ allows administrator to create policies applying to some/all queues, so that the messages contained inside are replicated. Otherwise one message is stored on only one broker, what makes it unavailable if that broker goes down.
The policy description is present at https://www.rabbitmq.com/ha.html
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install autocluster
You can use autocluster 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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