Computer Science
7,637 items in 38 lists
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alpha and beta in LDA datascience.stackexchange.com
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Machine Learning Logistics mapr.com
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Algorithmic trading using deep neural networks on high frequency data link.springer.com
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Simple guide to confusion matrix terminology dataschool.io
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On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach link.springer.com
🎓⭐
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Disruptive Analytics link.springer.com
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ROC and AUC Explained dataschool.io
(related video)
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The Data Linter: Lightweight, Automated Sanity Checking for ML Data Sets learningsys.org
🎓
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Ultra-wideband antenna-induced error prediction using deep learning on channel response data kn.e-technik.tu-dortmund.de
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Learning Data Science Fundamentals dataschool.io
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Kubeflow kubeflow.org
A platform for data scientists who want to build and experiment with ML pipelines.
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Automated and unmysterious machine learning in cancer detection kkulma.github.io
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Comparison Supervised Learning Algorithms dataschool.io
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Operational Machine Learning kdnuggets.com
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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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