Computer Science
7,622 items in 38 lists
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Applying and Interpreting Linear Regression dataschool.io
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Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm ieeexplore.ieee.org
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Using CNNs to detect facial keypoints danielnouri.org
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Platt's Probabilistic Outputs for SVM csie.ntu.edu.tw
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Practical Guide to SVC csie.ntu.edu.tw
, Slides
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Predicting recovery of credit operations on a Brazilian bank ieeexplore.ieee.org
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Interesting Deep Learning and NLP Projects (Stanford) cs224d.stanford.edu
, Website
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Hinton's Guide to Training RBMs cs.toronto.edu
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Original LDA Paper cs.princeton.edu
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Ensemble Learning Paper cs.nju.edu.cn
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Probabilistic Topic Models Princeton PDF cs.columbia.edu
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topicmodels: An R Package for Fitting Topic Models cran.r-project.org
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party package in R cran.r-project.org
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adaBag R package cran.r-project.org
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Machine Learning Interviews github.com
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edX course | Klein & Abbeel courses.edx.org
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Using H2O AutoML to simplify training process (and also predict wine quality) enjoymachinelearning.com
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fast.ai - Cutting Edge Deep Learning For Coders course.fast.ai
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Preparing and Architecting for Machine Learning gartner.com
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FairLearn fairlearn.github.io
A toolkit to assess and improve the fairness of machine learning models.
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Moving largish data from R to H2O - spam detection with Enron emails ellisp.github.io
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NLP RNN Representations colah.github.io
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NN for Beginners codeproject.com
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Inspecting Decision Trees in H2O dzone.com
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Torch ML Tutorial code.madbits.com
, Code
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Google word2vec code.google.com
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TFX: A tensorflow-based Production-Scale ML Platform dl.acm.org
🎓
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Understanding Software-2.0 dl.acm.org
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Stacked Generalization Paper citeseerx.ist.psu.edu
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Boosting vs Bagging chioka.in
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Good Resources chioka.in
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