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Approximate Nearest Neighbors search with LSH Forest has landed in sklearn master: http://scikit-learn.org/dev/modules/neighbors.html#approximate-nearest-neighbors …
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You can now tame your favorite SLURM or SGE supercomputer with clusterlib. The 0.1 is out. https://pypi.python.org/pypi/clusterlib/0.1 …
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"Hidden costs that engineers ignore" @edmondlau
Complexity will kill you fast. How to limit it
A related post of mine http://gael-varoquaux.info/programming/software-design-for-maintainability.html …
Software anti-patterns in machine learning: Machine Learning: The High-Interest Credit Card of Technical Debt(google) http://www.eecs.tufts.edu/~dsculley/papers/technical-debt.pdf …
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New Blog Post: The Hidden Costs That Engineers Ignore - http://bit.ly/1sgnimH
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Ten Myths of Python: https://www.paypal-engineering.com/2014/12/10/10-myths-of-enterprise-python/ …
71 retweets 38 favoritesNew fast online clustering in scikit-learn: BIRCH
http://scikit-learn.org/dev/modules/clustering.html#birch …
http://scikit-learn.org/dev/auto_examples/cluster/plot_birch_vs_minibatchkmeans.html …
Thanks @swagKumar
Spoilers: The best classifiers in the world are Random Forests & SVMs w/ gaussian kernel. Answer to the title is no. http://jmlr.csail.mit.edu/papers/volume15/delgado14a/delgado14a.pdf …
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My slides of yesterday Paris ML meetup on Bias-variance decomposition in Random Forests http://www.slideshare.net/glouppe/slides2-42551950 …
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SlideShare
Code for Mondrian Forests https://github.com/balajiln/mondrianforest … #NIPS2014
Top 10 Best #Free #eBooks for Machine Learning http://devzum.com/2014/12/05/top-10-best-free-ebooks-for-machine-learning/ … #ml #yam
Ouch! 83% of studied psychology articles in journal Science show results that are too good to be true due to pub bias http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0114255 …
43 retweets 21 favoritesGithub has landed support for multiple CI status! https://github.com/blog/1935-see-results-from-all-pull-request-status-checks …
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Great python sklearn clustering demo for subreddits including vis with bokeh/tsne http://opensource.datacratic.com/mtlpy50/ via @randal_olson
I'm your dope-ass divinity, trollin' with My trinity, droppin' top tweets in your immediate vicinity, flingin' fly phrases from the fringes of infinity.
sklearn's SGDClassifier/Regressor just got numerically stabler via gradient clipping in master: https://github.com/scikit-learn/scikit-learn/pull/3883 …
5 retweets 15 favoritesDogwild: distributed learning for deep nets trained with hogwild! on CPU & GPU: http://hgpu.org/?p=13046 #machinelearning #dlearn
Latest joblib release by @ogrisel : faster parallel computing on big objects with Py3.3+. https://pythonhosted.org/joblib/
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