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Ufldl Tutorial ⭐ 382

Deep Learning and Unsupervised Feature Learning Tutorial Solutions

Teachingdemos ⭐ 216

Bioinformatics related demos and tutorials using the R programming language

Machine Learning In R ⭐ 144

Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles

Gemelli is a tool box for running Robust Aitchison PCA (RPCA), Joint Robust Aitchison PCA (Joint-RPCA), TEMPoral TEnsor Decomposition (TEMPTED), and Compositional Tensor Factorization (CTF) on sparse compositional omics datasets.

Playing_with_vae ⭐ 34

Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST

Robust Aitchison PCA from sparse count data

Machinelearningzerotoall ⭐ 9

机器学习算法(python)

Online Shoppers Purchasing Intention ⭐ 8

In this data set we have perform classification or clustering and predict the intention of the Online Customers Purchasing Intention. The data set was formed so that each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period.

Data Analysis Tutorial ⭐ 6

a simple tutorial on data analysis

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