JustinMShea / StatisticalLearning
Course offered online through Stanford closely following the text "An Introduction to Statistical Learning, with Applications in R" (James, Witten, Hastie, Tibshirani - Springer 2013).
☆5Updated 6 years ago
Alternatives and similar repositories for StatisticalLearning:
Users that are interested in StatisticalLearning are comparing it to the libraries listed below
- Materials for March 12 ENAR short course on Data Science for Statisticians☆47Updated 7 years ago
- Introductory Workshop to (Bayesian) Statistics☆38Updated 7 years ago
- R Interface for LightGBM☆47Updated 7 years ago
- JSM 2016 talk: Thinking with Data using R and RStudio: powerful idioms for analysts☆22Updated 8 years ago
- Methods workshop: Automated Text Analysis with R☆34Updated 8 years ago
- Draft syllabus for the Data Challenge Lab☆23Updated 7 years ago
- R code to accompany Henrik Brink, Joseph W. Richards, and Mark Fetherolf's book "Real-World Machine Learning"☆60Updated 2 years ago
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆73Updated 9 years ago
- We would like create Bayesian workflows following "A quick-start introduction to Stan for economists" by Jim Savage for all example model…☆16Updated 7 years ago
- Statistical Learning & Data Mining IV - H2O Presenation & Tutorial☆26Updated 7 years ago
- Image Classification using MXNetR☆55Updated 8 years ago
- Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdata☆16Updated 7 years ago
- Module 7: Introduction to D3.js☆21Updated 8 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Deep learning examples☆13Updated 8 years ago
- Slides and code for the 2016 useR! tutorial "Never Tell Me the Odds! Machine Learning with Class Imbalances"☆39Updated 8 years ago
- An R package to streamline the training, fine-tuning and predicting processes for deep learning based on 'darch' and 'deepnet'.☆45Updated 9 years ago
- Code used in Kaggle competitions☆23Updated 7 years ago
- libFM R package☆26Updated 8 years ago
- A simpler ggplot2 syntax, saving half of your typing.☆79Updated 6 years ago
- ☆16Updated 7 years ago
- Solvers for Large Scale Eigenvalue and SVD Problems☆45Updated 8 years ago
- Materials for Nathan and Garrett's tutorial R for Big Data☆17Updated 8 years ago
- ☆13Updated 7 years ago
- subsemble R package for ensemble learning on subsets of data☆43Updated 3 years ago
- A tutorial on R and Hadoop, using the RHadoop project☆41Updated 9 years ago
- This repository holds all course materials for the fall 2015 offering of Statistics 243 at UC Berkeley.☆34Updated 7 years ago
- "Exploratory Data Analysis using Random Forests"☆18Updated 9 years ago
- experiments with the R package TSclust☆11Updated 9 years ago
- Optimal pruning for imbalance minimization in causal inference☆18Updated 4 years ago