Microsoft Cognitive Toolkit Description
The Microsoft Cognitive Toolkit is an open-source toolkit that allows commercial-grade distributed deep-learning. It describes neural networks using a directed graph, which is a series of computational steps. CNTK makes it easy to combine popular models such as feed-forward DNNs (CNNs), convolutional neural network (CNNs), and recurrent neural network (RNNs/LSTMs) with ease. CNTK implements stochastic grade descent (SGD, error-backpropagation) learning with automatic differentiation/parallelization across multiple GPUs or servers. CNTK can be used in your Python, C# or C++ programs or as a standalone machine learning tool via its own model description language (BrainScript). You can also use the CNTK model assessment functionality in your Java programs. CNTK is compatible with 64-bit Linux and 64-bit Windows operating system. You have two options to install CNTK: you can choose pre-compiled binary packages or you can compile the toolkit using the source available in GitHub.
Company Details
Product Details
Microsoft Cognitive Toolkit Features and Options
Deep Learning Software
Microsoft Cognitive Toolkit User Reviews
Write a Review-
Likelihood to Recommend to Others1 2 3 4 5 6 7 8 9 10
Summary: Microsoft Cognitive is a top notch software, for business operations and intelligence services.
Also, Microsoft Cognitive has diverse features, making it a suitable multipurpose tool.Positive: Microsoft Cognitive focus on successful and efficient business Operations.
The developer ensures a professional team of support players, ready with answers for the software.
Rational features, with high updates and stability.Negative: Unfortunately, Microsoft Cognitive lacks flexibility, and it is also expensive, slightly. Rationalization of the software should be enhanced.
Read More... -
Likelihood to Recommend to Others1 2 3 4 5 6 7 8 9 10
Summary: I have been learning Machine Learning via online tutorials and Microsoft Cognitive Toolkit has proved to be a great practical 'playground' where i can test the learnings.
Positive: Open Source
Beginner friendly
Cross platform ( Windows , Linux )
Decent documentation
Good community supportNegative: No cons, it is a great toolkit and can be used for beginners and intermediates alike.
Read More... -
Likelihood to Recommend to Others1 2 3 4 5 6 7 8 9 10
Summary: If you want to try out some exciting Machine Learning project like image recognition then Microsoft Cognitive Toolkit is definitely a great choice.
Positive: Microsoft Cognitive Toolkit is a good open source tool for beginners to get started with Machine learning even with minimal coding experience. It supports multiple languages and can be setup on Windows or Linux. It has a decent developer community, there are a lot of projects and guides on Github.
Negative: It may seem daunting for newcomers, it would be better if it had a more user friendly documentation.
Read More...