nni | open source AutoML toolkit for automate machine learning | Machine Learning library
kandi X-RAY | nni Summary
kandi X-RAY | nni Summary
nni doc | 简体中文. nni (neural network intelligence) is a lightweight but powerful toolkit to help users automate feature engineering, neural architecture search, hyperparameter tuning and model compression. the tool manages automated machine learning (automl) experiments, dispatches and runs experiments' trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in different training environments like local machine, remote servers, openpai, kubeflow, frameworkcontroller on k8s (aks etc.), dlworkspace (aka. dlts), aml (azure machine learning), adaptdl (aka. adl) , other cloud options and even hybrid mode. who should consider using nni. nni capabilities in a glance. nni provides commandline tool as well as an user friendly webui to manage training experiments. with the extensible api, you can customize your own automl algorithms and training services. to make it easy for new users, nni also provides a set of build-in state-of-the-art automl algorithms and out of box support for popular training platforms. within the following table, we summarized the current nni capabilities, we are gradually adding new capabilities and
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Top functions reviewed by kandi - BETA
- Handle graph nodes .
- Create argument parser .
- Return a copy of a training service .
- Evaluate the current selection .
- Searches for the op config .
- Assemble model placement .
- Build the graph .
- Build an engine .
- Replaces a convolutional convolutional .
- Run pruning .
nni Key Features
nni Examples and Code Snippets
Lines of Code : 77
License : No License
Copyimport nni
if __name__ == '__main__':
file_name = 'train.tiny.csv'
target_name = 'Label'
id_index = 'Id'
# read original data from csv file
df = pd.read_csv(file_name)
# get parameters from tuner
+ RECEIVED_FEATURE_CANDI # Function for exploring study regions of varying geography
find.geography <- function(england_msoas, msoas, england_OAs, coef_var_min, coef_var_max, nni_min, nni_max, calculate_coef_var)
{
repeat
{
sample_msoa <- england_msoas[sample(e bazel build //src:ASTRID -c opt
ASTRID -i -o
-i --input Specify input file. Should contain one tree per line, in Newick format.
-o --output Specify output file (default is infile.astrid). Will contain one output tree, in Newick forma Community Discussions
Trending Discussions on nni
QUESTION
How can I modify the below dictionary comprehension to take into account that column s should also be a matching criteria?
ANSWER
Answered 2022-Feb-16 at 22:32You can add it as boolean mask like:
QUESTION
I'm trying to count the number of instances of a particular value in a dictionary using the index from a DataFrame as the key. Some of the DataFrame indexes however are missing from the set of dictionary keys. How can I construct a dictionary comprehension to overcome this?
...ANSWER
Answered 2022-Feb-16 at 19:05Your if clause should involve dct instead of df.index if i understood you correctly
QUESTION
Below is a data frame that contains some summary information related to a few records along with a that dictionary contains more detailed information for a subset of those records. In reality the DataFrame and the dictionary contain thousands of entries but for purposes of simplicity I've limited the entries.
...ANSWER
Answered 2022-Feb-16 at 18:49You could use a dict comprehension as well. Traverse dct and compare values, wrap it in a Series and assign it to df:
QUESTION
I have a function as follows
...ANSWER
Answered 2022-Jan-24 at 15:09It looks like a typical C interface for a setup or init function to me.
Double pointers (object_type**) is used so the object can be allocated on the heap and the address can be returned to the caller of the function. And I fear, that's what you are missing. You try to write to an object, that doesn't exist.
If the caller of the function was benign, they initialized the pointer to nullptr before passing it (or let's better say, its address) to the function and you can verify, that it has to be created first. But since nullptr initialization is not default, you cannot count on it.
Just a few days ago, CppCon channel on YouTube posted a nice talk of last years event on the basics of pointers (https://www.youtube.com/watch?v=0zd8eznWv4k).
QUESTION
I am somewhat new to pytorch since I have been using Keras for some years. Now I want to run a network architecture search (NAS) based on DARTS: Differentiable Architecture Search (see https://nni.readthedocs.io/en/stable/NAS/DARTS.html) and it is based on pytorch.
All examples available use accuracy as a metric, but I would need to calculate MSE. This is one of the examples available:
...ANSWER
Answered 2021-Dec-03 at 15:20Finally I figured out that the transpose (.t() ) wac causing the problem, so the final code is:
QUESTION
In a legacy application, we have to use a http header that looks like this "Drupal_NNI". Since we just migrated to a newest version of Apache, this header is not even recognized, so I found a trick to still use the underscore but change it with a dash when caught by apache :
...ANSWER
Answered 2021-Nov-05 at 09:01I found the solution, thanks to this post : Apache - Convert underscores to dashes in headers.
I just had to add this line right before mine :
QUESTION
I need help. I'm making a program using the youtube library, for c#.
For songs it works perfect. The problem is in the playlist I want to recover "videoId" to add it to a database, to put the videos in "queue".
I am using this method:
...ANSWER
Answered 2021-Jun-05 at 06:08Instead of going to every path you can use below code :
QUESTION
Let's have two matrices, one DNA sequence alignment and one consisting of binary characters.
...ANSWER
Answered 2021-Feb-04 at 15:59You are almost there, the following code should work:
QUESTION
I'm trying to compare cell value of dataframe to some strings and concat that matched string in a variable but I'm getting error. Could someone please check..!
...ANSWER
Answered 2020-Nov-21 at 08:42Assuming you are trying to check whether your rail[x].index[b] is either of ('WD' | 'POT' | 'NGI') on each iteration,
Try the below snippet if it is the case,
QUESTION
I'm new to PHP. I have the following array, I would like to understand how to request a single variable, and echo on my html page:
...ANSWER
Answered 2020-Nov-05 at 12:46Based on your code I'd say that to access the request you are sending, you need the $risposta_NNI variable.
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Vulnerabilities
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Install nni
You can use nni 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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