tempo | MLOps Python Library | Machine Learning library
kandi X-RAY | tempo Summary
kandi X-RAY | tempo Summary
An open source framework to enable data scientists to productionise, test and deploy models with simple workflows that abstract the underlying complexity of scalable MLOps platforms.
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Top functions reviewed by kandi - BETA
- Decorator to create a pipeline
- Wrap a K into a class
- Bind a function to an instance
- Return the predict method of K
- Create kubernetes Redis cluster
- Create kubernetes client
- Create a network
- Deploys kubernetes kubernetes kubernetes services
- Install pip packages
- Deploy Kubernetes model specification
- Create an explanation pipeline
- Create a SageMaker Spec
- Create API client
- Train the model
- Start a worker from a sync worker thread
- List all models in a namespace
- Make inference request
- Wait until a model spec is ready
- Returns a numpy ndarray of samples
- Convert a JSON response into a tensor
- Returns a tensorflow protocol request
- Start an asynchronous worker from Async
- Return the specification for this model
- Converts inputs into Tensorflow protocol response
- Wait for a model specification ready to be ready
- Creates a protocol response
tempo Key Features
tempo Examples and Code Snippets
def get_tempo_artifacts(artifacts_folder: str) -> Tuple[Pipeline, Model, Model]:
sklearn_model = Model(
name="test-iris-sklearn",
platform=ModelFramework.SKLearn,
local_folder=f"{artifacts_folder}/{SKLearnFolder}",
Community Discussions
Trending Discussions on tempo
QUESTION
I'm developing a scholl project(using asp.net core Web Application) and i select data from a sql server database using a stored procedure into a SqlDataReader, that returns that The return of the stored procedure.
I already passed that SQLDataReader to my html View, now i need to display that data into a html table like this:Table edited in paint to get the desired result, I'm not getting the result I want because i can't work correctly with the data.
That's how i execute the stored Procedure.
...ANSWER
Answered 2022-Mar-22 at 07:43It seems you want use SqlDataReader
in razor page directly. Like below
QUESTION
I am using this R script for plotting these trend:
...ANSWER
Answered 2022-Mar-10 at 12:48You need to draw the plot without axes and specify where you want the breaks and what you want their labels to be:
QUESTION
I have the following dataframe [1] which contains information relating to music listening. I would like to print a line graph like the following 2 (I got it by putting the data manually) in which the slotID and the average bpm are related, without writing the values by hand . Each segment must be one unit long and must match the average bpm.
[1]
...ANSWER
Answered 2022-Mar-04 at 17:04You can loop through the rows and plot each segment like this:
QUESTION
I've got this following code which extract 2 feature(tempo & slotID) from csv file and plot kmeans clustering based on this 2 features.
...ANSWER
Answered 2022-Feb-24 at 08:37Use the dataframe indexing to get the desired data. For example, if you want points from cluster 1, you can get them with
QUESTION
I'm working on plotting some data with pandas in the form of parallel coordinates, and I'm not too sure how to go about setting the y-axis scaling.
here is my code:
...ANSWER
Answered 2022-Feb-04 at 12:53To normalize your values between 0 and 1, you have multiple choices. One of them could be (MinMaxScaler): the lowest value of each column is 0 and the highest value is 1:
QUESTION
TL;DR: is it possible with pytest to create an instance of an object and then run a battery of tests on the same instance ?
I have a custom C API, that uses posix threads and does operations on serial ports. My API is an implementation of a custom/proprietary protocol with a master/slave messaging. With simple test programs in C (or in Python), it works correctly.
But, with pytest, when testing sending and reception of messages, pytest repeatdly open/close the COM port and create/delete the background thread, as each unit test is written in the following manner:
...ANSWER
Answered 2022-Jan-27 at 09:11You can use Fixtures or set-up/tear-down fixtures
QUESTION
full error:
...ANSWER
Answered 2021-Dec-25 at 14:11From what I can see, in your SongManager you are creating Dictionary ret
, but not adding any values to. Instead, you are trying to directly assign values: ret[timings] = notes_enc[name];
. Dictionary is not an array, you should use Add() method, like this: ret.Add(timings, notes_enc[name])
;
QUESTION
I'm adding two dates and trying to calculate the time, but I'm getting the following error:
...ANSWER
Answered 2021-Dec-21 at 14:26The matched pattern of $str1
is 20/12/2021 13:58:3 AM
Problems:
There's no 20th month
There's no 13 AM
Can give the wrong answer near a switch from Daylight-Saving Time.
Also, there's a couple of problems strptime
ignores:
You should be using
%I
instead of%H
for 12-hour time.There's a lack of leading zeros where they are normally expected (minutes and seconds).
You appear to be asking the following:
Given the year, month, day, hour, minute and second components of a local time, how do I obtain the corresponding epoch time so I can perform a difference?
To achieve this, use Time::Local's timelocal*
.
QUESTION
i'm trying to get names of products but when it gets to the sponsored products it returns None
. Here's my code;
ANSWER
Answered 2021-Dec-18 at 17:46Note First of all, take a look into your soup /doc_nextpage - There is the truth you processing the data on.
What happens?In your doc_nextpage
the html for your sponsored products is empty and thats why you get these None
.
They are empty because they will be provided dynamically by website and requests could not handle this. It is no browser, that will interpret / manipulate data.
How to fix?One option is to simulate browser behavior with selenium and get page_source
to process it with beautifulsoup or with selenium itself.
QUESTION
I'm developing a new website, with a multi-step form where the steps are all in separated divs. The problem is: when i click in the first button, it shows the second page, but then it goes back to the first. Here's my javascript code:
...ANSWER
Answered 2021-Dec-09 at 18:04You are using anchor
tab and so your page is getting refreshed. The page refreshes and so the first tab by default is visible again. Try removing the a
tag here:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
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Install tempo
You can use tempo 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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