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Scikit-learn: machine learning in Python
- wiesson 12y agoSeems to be offline to me?
- kendallpark 12y agoThis has been around for a long time. Is there something new about the website that I'm missing?
- seccess 12y agoThis was my first reaction too, I've been using it for over a year and I had assumed patrons of HN knew all about it. For anyone who isn't familiar, this is a great library for getting machine learning code up and running quickly!
- kendallpark 12y agoSame. I've known about it for quite a while, used it a bit for a small side project. Highly recommend.
- SammoJ 12y agoI don't see anything new here, but for any practioners like myself Scikit-learn and Spyder were the Python tools which finally moved me from a die hard MATLAB junkie. I grabbed the handy Anaconda package from here: https://store.continuum.io/cshop/anaconda/ https://store.continuum.io/cshop/anaconda/ Within about two weeks, and with a little bit of discipline, I became a MATLAB->Python convert. Spyder is a solid IDE, and Anaconda comes with all the packages you need (i.e. Matplotlib...). All that's left now is to find a solution to MATLAB's excellent debugging. You can break to pydb in Spyder but the debug environment is nowhere near as functional as iPython.
- jofer 12y agoHave you tried ipdb? https://pypi.python.org/pypi/ipdb https://pypi.python.org/pypi/ipdb
- squigs25 12y agoscikit learn is a great package, but it's bizarre that people haven't heard of it before?
- IndianAstronaut 12y agoOut of curiosity, do they have any functionality for dealing with larger than memory datasets?
- fermigier 12y agoThis will be addressed in the following years by the WENDELIN project (http://www.wendelin.io/ http://www.wendelin.io/) which has recently been financed (well, we're still waiting for the contracts and the money, actually) by the French government.
- wlamond 12y agoSort of. There are out-of-core learning algorithms (e.g. SGD) that work on data that doesn't entirely fit in main memory. Please see: http://scikit-learn.org/stable/auto_examples/applications/plot_out_of_core_classification.html http://scikit-learn.org/stable/auto_examples/applications/pl...
- vonnik 12y agoFwiw, Deeplearning4j.org is a modest attempt to bring sci-kit learn's semantics to the Java and Scala communities.