Machine Learning Library for C++
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Machine Learning Library for C++
1–10 of 52 posts
Re: Machine Learning Library for C++
#2The library supports some very useful algorithms. Both supervised and unsupervised ones. But I can't use it for our commercial non GPL projects.
Re: Machine Learning Library for C++
#3This looks awesome. I've been itching to try out some ideas I have after having gone through Bishop's book, but I've been hesitant to write the algorithms from scratch. Now I'll have to decide between learning matlab or a library such as this.
Re: Machine Learning Library for C++
#4Does anyone know if there's a good ML library written in C# or F#
Re: Machine Learning Library for C++
#5The library supports some very useful algorithms. Both supervised and unsupervised ones. But I can't use it for our commercial non GPL projects.
If LGPL works for you, you may want to look into http://www.mlpack.org/
I'm not really sure how they compare since I haven't really used either library, but there does seem to be some overlap.
Re: Machine Learning Library for C++
#6Does anyone know if there's a good ML library written in C# or F#
libsvm and liblinear are nice libraries for training SVM and linear classifiers. There seem to be two ports of liblinear for C# (I haven't tried them):
Re: Machine Learning Library for C++
#7This looks awesome. I've been itching to try out some ideas I have after having gone through Bishop's book, but I've been hesitant to write the algorithms from scratch. Now I'll have to decide between learning matlab or a library such as this.
Speaking as a PhD student in machine learning-
Implement the algorithm yourself, first, in Python+Numpy. The only reason I feel comfortable with Gaussian Processes and SVMs is due to writing code to solve them manually.
Once you're happy with the basics, and can test your ideas with code you intimately understand, optimise for speed by using a library like this.
Re: Machine Learning Library for C++
#8This looks awesome. I've been itching to try out some ideas I have after having gone through Bishop's book, but I've been hesitant to write the algorithms from scratch. Now I'll have to decide between learning matlab or a library such as this.
Speaking as a PhD student in machine learning- Implement the algorithm yourself, first, in Python+Numpy. The only reason I feel comfortable with Gaussian Processes and SVMs is due to writing code to solve them manually. Once you're happy with the basics, and can test your ideas with code you intimately understand, optimise for speed by using a library like this.
Implementing the SVM from scratch was time consuming - no?
Re: Machine Learning Library for C++
#9This looks awesome. I've been itching to try out some ideas I have after having gone through Bishop's book, but I've been hesitant to write the algorithms from scratch. Now I'll have to decide between learning matlab or a library such as this.
Speaking as a PhD student in machine learning- Implement the algorithm yourself, first, in Python+Numpy. The only reason I feel comfortable with Gaussian Processes and SVMs is due to writing code to solve them manually. Once you're happy with the basics, and can test your ideas with code you intimately understand, optimise for speed by using a library like this.
I do agree with you regardless, just curious
Re: Machine Learning Library for C++
#10Does anyone know if there's a good ML library written in C# or F#
I don't know of any written in F#...maybe I'll have to write one :)
You might also ask on the fsharp-opensource mailing list, maybe someone has an F# ML library I don't know about:
https://groups.google.com/forum/?fromgroups#!forum/fsharp-op...