목차
Data Mining
Imbalanced data problem
Survival Analysis
Data Cleaning
Dataset
Data Mining
Imbalanced data problem
http://www.svds.com/learning-imbalanced-classes/
http://machinelearningmastery.com/tactics-to-combat-imbalanced-classes-in-your-machine-learning-dataset/
P. Branco, L. Torgo, and R. Ribeiro, “A Survey of Predictive Modelling under Imbalanced Distributions,” arXiv:1505.01658 [cs], May 2015.
Survival Analysis
https://github.com/aburke99/gdc-analyzing-churn/blob/master/gdc.ipynb
https://plot.ly/ipython-notebooks/survival-analysis-r-vs-python/
https://lifelines.readthedocs.io/en/latest/index.html
Data Cleaning
http://openrefine.org/
Dataset
https://research.google.com/audioset/
https://research.googleblog.com/2017/03/announcing-audioset-dataset-for-audio.html
https://archive.org/details/2015_reddit_comments_corpus
https://github.com/mdeff/fma
https://magenta.tensorflow.org/datasets/nsynth
https://github.com/zalandoresearch/fashion-mnist/blob/master/README.md
https://github.com/hardmaru/pytorch_notebooks/blob/master/pytorch_tiny_custom_mnist_adam.ipynb
자율 자동차
http://blog.mapillary.com/product/2017/05/03/mapillary-vistas-dataset.html