CNTK VS Prophet

Compare CNTK vs Prophet and see what are their differences.

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit (by microsoft)
Artificial intelligence cognitive-toolkit Cntk Deep Learning Machine Learning deep-neural-networks neural-network Distributed Python C++ C# Java
Source Code
docs.microsoft.com
Docs
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Prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. (by facebook)
Machine Learning Forecasting R Python
Source Code
facebook.github.io
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CNTK Prophet
1 221
17,435 17,720
0.0% 1.0%
0.0 6.2
about 1 year ago 14 days ago
C++ Python
GNU General Public License v3.0 or later 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.

CNTK

Posts with mentions or reviews of CNTK. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-20.

Prophet

Posts with mentions or reviews of Prophet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-25.

What are some alternatives?

When comparing CNTK and Prophet you can also consider the following projects:

Theano - Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

tensorflow - An Open Source Machine Learning Framework for Everyone

darts - A python library for user-friendly forecasting and anomaly detection on time series.

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

scikit-learn - scikit-learn: machine learning in Python

Caffe - Caffe: a fast open framework for deep learning.

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Keras - Deep Learning for humans

greykite - A flexible, intuitive and fast forecasting library

MLflow - Open source platform for the machine learning lifecycle

CNTK vs Theano Prophet vs tensorflow CNTK vs tensorflow Prophet vs darts CNTK vs Pytorch Prophet vs scikit-learn CNTK vs Caffe Prophet vs xgboost CNTK vs Keras Prophet vs greykite CNTK vs scikit-learn Prophet vs MLflow