ATM | Auto Tune Models - A multi-tenant , multi-data system | Machine Learning library
kandi X-RAY | ATM Summary
kandi X-RAY | ATM Summary
Auto Tune Models (ATM) is an AutoML system designed with ease of use in mind. In short, you give ATM a classification problem and a dataset as a CSV file, and ATM will try to build the best model it can. ATM is based on a paper of the same name, and the project is part of the Human-Data Interaction (HDI) Project at MIT.
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Top functions reviewed by kandi - BETA
- Define the tables
- Load data from a csv file
- Get local path to data directory
- Wrapper for download
- Get argument parser
- Compute metrics for each class
- Compute metrics for binary classification
- Calculate ROC curve
- Generate a matrix for the per class
- Create EC2 instances
- Load the selector
- Create an argument parser
- Show the status of the ATM process
- Retrieves an argument from the given arguments
- Setup logging
- Get the list of active instances
- Determine if a datarun is done
- Perform a work
- Loads a classifier from the database
- Restarts the ATM process
- Enter a dataset configuration
- Return a list of method methods available on the dataset
- Downloads a demo dataset
- Serve the application
- List datasets
- Load metrics for a classifier
ATM Key Features
ATM Examples and Code Snippets
Lines of Code : 42License : Permissive (MIT License)
Copydef pressure_conversion(value: float, from_type: str, to_type: str) -> float:
"""
Conversion between pressure units.
>>> pressure_conversion(4, "atm", "pascal")
405300
>>> pressure_conversion(1, "pascal", "psi def pressure_and_volume_to_temperature(
pressure: float, moles: float, volume: float
) -> float:
"""
Convert pressure and volume to temperature.
Ideal gas laws are used.
Temperature is taken in kelvin.
Volume is taken def moles_to_volume(pressure: float, moles: float, temperature: float) -> float:
"""
Convert moles to volume.
Ideal gas laws are used.
Temperature is taken in kelvin.
Volume is taken in litres.
Pressure has atm as S Community Discussions
Trending Discussions on ATM
QUESTION
So basically the goal is to combine these to functions into one or make it compatible with each other cause atm there is errors when it comes to the part when the path of the chosen file is not refer to in the same manner as the path of the found file within the loop if available in the folder.
So I know why I'm getting the error please see below 'HERE IS WHERE I GET THE ERROR' but I cant write the proper code to find my way out of the situation.
...ANSWER
Answered 2022-Apr-08 at 14:28This combines both the Dir() and FileDialog approaches:
QUESTION
I am porting C# app into C++ linux app. I am confused with construction and destruction in "modern" (C++11 ?). I always thought you have to use new/delete but now it appears C++ recommendation is not to do so (is this correct or I read a wrong blog?).
What I have roughly (there are 6 subclasses of B and BRec atm):
ANSWER
Answered 2022-Mar-24 at 20:17Smart pointers are the key.
QUESTION
I am trying to create a sample of 500 values between (and including) 60 and 126. ATM I've got:
...ANSWER
Answered 2022-Mar-20 at 06:08You could use random.choices:
QUESTION
So I have sampled a set of lakes at x timepoints throughout the year. I also have deployed loggers etc. in the water and I want to use daily averages from these loggers, at the timepoint of the visit to x days/hours before. Sometimes I also just grab the a sample for the timepoint of the visit.
This is my solution, it works just fine but since I experiment alot with some model assumptions and perform sensitivity analyses it operates unsatisfactory slow.
I seem to have solved most of my R problems with loops and I often encounter more efficient scripts, it would be very interesting to see some more effective alternatives to my code.
Below code just generates some dummy data..
...ANSWER
Answered 2022-Mar-19 at 22:01My guess is that this part using grepl:
QUESTION
I have a question about the definition of the synchronises-with relation in the C++ memory model when relaxed and acquire/release accesses are mixed on one and the same atomic variable. Consider the following example consisting of a global initialiser and three threads:
...ANSWER
Answered 2022-Mar-17 at 14:01Because you use relaxed ordering on a separate load & store in T2, the release sequence is broken and the second assert can trigger (although not on a TSO platform such as X86).
You can fix this by either using acq/rel ordering in thread T2 (as you suggested) or by modifying T2 to use an atomic read-modify-write operation (RMW), like this:
QUESTION
I feel like it was easier to get subcollection in v8 ,It's been like 2 days trying to do it the new way but I gave up.
Im building a simple react social media app for learning purposes. where each user logs in and be able to post some text (and images but not atm), I have a main collection for Users and it has the users ID .each of these users have a collection called Posts and it contains all the user posts.
I can do so by entering the UID of each user like so
so what can i do to access the Users collection then get ALL the users and be able to access the Posts subcollection?
ps : sorry if any part of this question is unclear ,english isn't my first language and it's my first time posting here. appreciate any help!.
...ANSWER
Answered 2021-Sep-17 at 12:23If you want to fetch posts from all the users, you are looking for collectionGroup queries using which you can fetch documents in all the sub-collections named as 'posts'. You can run a collectionGroup query using Modular SDK (V9) as shown below:
QUESTION
Please note that I am a complete beginner at C++. I'm trying to write a simple program for an ATM and I have to account for all errors. User may use only integers for input so I need to check if input value is indeed an integer, and my program (this one is shortened) works for the most part.
The problem arises when I try to input a string value instead of an integer while choosing an operation. It works with invalid value integers, but with strings it creates an infinite loop until it eventually stops (unless I add system("cls"), then it doesn't even stop), when it should output the same result as it does for invalid integers:
ANSWER
Answered 2022-Feb-04 at 10:56There are a few things mixed up in your code. Always try to compile your code with maximum warnings turned on, e.g., for GCC add at least the -Wall flag.
Then your compiler would warn you of some of the mistakes you made.
First, it seems like you are confusing string choice and int choice. Two different variables in different scopes. The string one is unused and completely redundant. You can delete it and nothing will change.
In menu, you say cin >> choice;, where choice is of type int. The stream operator >> works like this: It will try to read as many characters as it can, such that the characters match the requested type. So this will only read ints.
Then you convert your valid int into a string and call isNumber() - which will alway return true.
So if you wish to read any line of text and handle it, you can use getline():
QUESTION
So I'm trying to use a single sheet as a price db to update prices in WooCommerce through the Woo API, using fetch. It works, my problem is that it apparently works depending on the size of the dataset? I'm not sure because I can't understand the error.
UPDATED CODE
...ANSWER
Answered 2022-Jan-13 at 02:14- In your situation, it seems that the values of
skuofcontaineris not existing in the values ofskuofdata_obj. I thought that the reason for your issue might be due to this. - As a script for checking this, you can use
const res = container.filter(e => !data_obj[e.sku])for your script. In this case,[ { sku: 'L4943-0ULT', id: 3195, price: '5083.33' } ]is returned. When this value is searched from your sample Spreadsheet,l4943-0ultis found. In this case, the character case is different. By this, your issue occurs. I resulted in the reason of your issue is due to this.
When this issue was removed, how about the following modification?
From:QUESTION
Ive go a request body that is an json array of objects something like,
...ANSWER
Answered 2022-Jan-07 at 15:06If you use json.RawMessage, the JSON source text will not be parsed but stored in it as-is (it's a []byte).
So if you want to distribute the same JSON array element, you do not need to do anything with it, you may "hand it over" as-is. You do not have to pass it to json.Marshal(), it's already JSON marshalled text.
So simply do:
QUESTION
I was tasked to create an ATM mock program and my problem is overwriting the money and PIN variables with the information that the user will enter.
Here it is:
...ANSWER
Answered 2022-Jan-07 at 13:46You can simply do this by using a while loop.
Run an infinite while loop and break it whenever you want to exit from the program.
Here is the code:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install ATM
Alternatively, with your virtualenv activated, you can clone the repository and install it from source by running make install on the stable branch:.
If you want to contribute to the project, a few more steps are required to make the project ready for development. First, please head to the GitHub page of the project and make a fork of the project under you own username by clicking on the fork button on the upper right corner of the page.
In this short tutorial we will guide you through a series of steps that will help you getting started with ATM by exploring its Python API.
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