nni VS tsflex

Compare nni vs tsflex and see what are their differences.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. (by microsoft)
Automl Deep Learning neural-architecture-search hyperparameter-optimization Distributed bayesian-optimization automated-machine-learning Machine Learning machine-learning-algorithms Data Science Tensorflow Pytorch neural-network deep-neural-network model-compression feature-engineering Nas Python hyperparameter-tuning Mlops
Source Code
nni.readthedocs.io
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tsflex

Flexible time series feature extraction & processing (by predict-idlab)
Python Processing Data Science time-series feature-extraction window-stride Pandas multimodal multivariate feature-engineering
Source Code
predict-idlab.github.io
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nni tsflex
5 3
13,708 359
0.8% 3.1%
6.7 6.3
about 1 month ago 15 days ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

nni

Posts with mentions or reviews of nni. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-04.

tsflex

Posts with mentions or reviews of tsflex. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-12.

What are some alternatives?

When comparing nni and tsflex you can also consider the following projects:

optuna - A hyperparameter optimization framework

tsfresh - Automatic extraction of relevant features from time series:

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

sspipe - Simple Smart Pipe: python productivity-tool for rapid data manipulation

autogluon - AutoGluon: Fast and Accurate ML in 3 Lines of Code

MultiModalStory-demo - FairyTailor: Multimodal Generative Framework for Storytelling

AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]

temporian - Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applications 🤖

hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python

prosto - Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby

automlbenchmark - OpenML AutoML Benchmarking Framework

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

nni vs optuna tsflex vs tsfresh nni vs FLAML tsflex vs sspipe nni vs autogluon tsflex vs MultiModalStory-demo nni vs AutoML tsflex vs temporian nni vs hyperopt tsflex vs prosto nni vs automlbenchmark tsflex vs orange