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Computer Science

7,637 items in 38 lists

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  1. Inspecting Decision Trees in H2O dzone.com

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  2. Versioning for end-to-end machine learning pipelines doi.org

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  3. Torch ML Tutorial code.madbits.com

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  4. Anomaly Detection With Isolation Forests Using H2O dzone.com

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  5. Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing dl.acm.org

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  6. Google word2vec code.google.com

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  7. Superchords: decoding EEG signals in the millisecond range doi.org

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  8. TFX: A tensorflow-based Production-Scale ML Platform dl.acm.org

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  9. Innovative deep learning artificial intelligence applications for predicting relationships between individual tree… doi.org

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  10. Deep learning and association rule mining for predicting drug response in cancer doi.org

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  11. Understanding Software-2.0 dl.acm.org

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  12. Stacked Generalization Paper citeseerx.ist.psu.edu

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  13. askMUSIC: Leveraging a Clinical Registry to Develop a New Machine Learning Model to Inform Patients of Prostate Cancer… doi.org

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  14. Apples-to-apples in cross-validation studies: pitfalls in classifier performance measurement dl.acm.org

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  15. Boosting vs Bagging chioka.in

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  16. Generic online animal activity recognition on collar tags dl.acm.org

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  17. Good Resources chioka.in

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  18. Testing and Debugging in Machine Learning developers.google.com

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  19. Predicting Risk of Delays in Postal Deliveries with Neural Networks and Gradient Boosting Machines diva-portal.org

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  20. Stacking, Blending and Stacked Generalization chioka.in

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  21. Adaptive modelling of spatial diversification of soil classification units. Journal of Water and Land Development degruyter.com

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  22. An introduction to ROC analysis ccrma.stanford.edu

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  23. Principled Machine Learning: Practices and Tools for Efficient Collaboration dev.to

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  24. Handbook of Big Data crcpress.com

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  25. Intro to SVM in R cbio.ensmp.fr

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  26. A Survey on Data Collection for Machine Learning A Big Data - AI Integration Perspective_2019 deepai.org

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  27. Coursera: How to Win a Data Science Competition: Learn from Top Kagglers coursera.org

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  28. Managing Machine Learning Projects d1.awsstatic.com

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  29. Forecasting Canadian GDP Growth with Machine Learning carleton.ca

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  30. Beyond Debiasing complexdiscovery.com

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  31. Time series machine learning with h2o+timetk business-science.io

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  32. CatBoost Documentation catboost.ai

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  33. The ultimate guide to data labeling for ML cloudfactory.com

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  34. Using machine learning with LIME to understand employee churn business-science.io

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  35. Machine learning: Moving from experiments to production blog.codecentric.de

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  36. An Architectural Risk Analysis Of Machine Learning Systems berryvilleiml.com

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  37. Sales Analytics: How to use machine learning to predict and optimize product backorders business-science.io

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  38. HR Analytics: Using machine learning to predict employee turnover business-science.io

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  39. The curse of big data labeling and three ways to solve it aws.amazon.com

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  40. modeltime.h2o R package business-science.github.io

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  41. A Human-Centered Interpretability Framework Based on Weight of Evidence arxiv.org

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  42. Deep learning & parameter tuning with mxnet, h2o package in R blog.hackerearth.com

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  43. Machine Learning Testing: Survey, Landscapes and Horizons arxiv.org

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  44. H2O AutoML: Scalable Automatic Machine Learning automl.org

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  45. On human intellect and machine failures: Troubleshooting integrative machine learning systems arxiv.org

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  46. An Open Source AutoML Benchmark automl.org

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  47. Underspecification Presents Challenges for Credibility in Modern Machine Learning arxiv.org

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  48. Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims arxiv.org

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  49. Robust and flexible estimation of data-dependent stochastic mediation effects: a proposed method and example in a… arxiv.org

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  50. Preliminary Systematic Literature Review of Machine Learning System Development Process arxiv.org

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