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d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

d3heatmap

A D3.js-based heatmap htmlwidget for R

data-science-notes

数据科学的笔记以及资料搜集

data.table

R's data.table package extends data.frame. More info:

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearningbook-chinese

Deep Learning Book Chinese Translation

delta_pca_kmeans

Principal Components Analysis & K-means Clustering of Delta Fleet data

docxtractr

:scissors: Extract Tables from Microsoft Word Documents with R

dplyr-spark

spark backend for dplyr

dygraphs

R interface to dygraphs

econ343

Homework files and Solutions for ECON 343, "Macroeconomic Data Analysis" (NEIU, Spring 2021)

egads

Extendible Generic Anomaly Detection System

elements-of-statistical-learning

Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

facets

Visualizations for machine learning datasets

fama-french

Fama-French 3 factor Model

fama-french-replication

fama_french

functional-programming-for-the-rest-of-us-cn

文章《Functional Programming For The Rest of Us》的中文翻译

funmodeling

R package: funModeling: data cleaning, importance variable analysis and model perfomance

gbm

Gradient boosted models

gganimate

Create easy animations with ggplot2

ggthemes

ggplot themes and scales

grammarviz2_src

GrammarViz 2.0 public release:

gsoc2015

R project participation in Google Summer of Code 2015

hands-on-data-analysis

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

identifying_spam

Chapter 3 of Data Science in R

inside-zipline

深入了解zipline回测框架

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"