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beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

ggvis

Interactive grammar of graphics for R

imbalance-xgboost

XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions

intro-to-deep-learning-using-r

Source code for 'Introduction to Deep Learning Using R' by Taweh Beysolow II

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

mainroad

Responsive, simple, clean and content-focused Hugo theme based on the MH Magazine lite WordPress theme

mgp-rnn

A TensorFlow implementation of "Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier", ICML 2017.

mlr

mlr: Machine Learning in R

mlr3

mlr3: Machine Learning in R - next generation

opencpu

OpenCPU system for embedded scientific computation and reproducible research

pysnooper

Never use print for debugging again

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

radiant

Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.

rnotonlyr.github.io

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.