dave1221 Goto Github PK

ai-books

collecting books, papers and docs.

caffo-coursera

A repository of my Coursera latex code and notes

cda

CDA

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

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60个国家的400所大学用于教学。

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

getting_and_cleaning_data_project

Getting_and_cleaning_data_project

gettingandcleaningdata

handson-ml

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

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.

lantern

Open Internet for everyone. Lantern is a free desktop application that delivers fast, reliable and secure access to the open Internet for users in censored regions. It uses a variety of techniques to stay unblocked, including P2P and domain fronting. Lantern relies on users in uncensored regions acting as access points to the open Internet.

model_eva

二分类模型评估类

optbinning

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

practice_assignment

Practice assignment for the R programming class on Coursera

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

rcharts

Interactive JS Charts from R

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"