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jamesypeng's Projects

aml-training icon aml-training

The most recent version of the Applied Machine Learning notes

applied-ml icon applied-ml

Code and Resources for "Applied Machine Learning"

chemodan icon chemodan

Outlier detection (Outliers.ipynb) worksheet and K-means (K_means_clustering.ipynb) worksheets

design-ds-classroom icon design-ds-classroom

Materials for the Designing the Data Science Classroom workshop at rstudio::conf 2020

echarts icon echarts

A powerful, interactive charting and visualization library for browser

finnstats icon finnstats

For detailed tutorial and data science job vacancies visit https://finnstats.com

flutter_login icon flutter_login

Provides login screen with login/signup functionalities to help speed up development

hawk icon hawk

visualized crawler & ETL IDE written with C#/WPF

icnn icon icnn

Input Convex Neural Networks

imdbpy icon imdbpy

IMDbPY is a Python package useful to retrieve and manage the data of the IMDb movie database about movies, people, characters and companies. This is a git clone of the official Mercurial repository.

itchat icon itchat

API for Wechat. 微信个人号接口(支持文件、图片上下载)、微信机器人及命令行微信。三十行即可自定义个人号机器人。

main icon main

Course materials for UC Berkeley DATASCI W266: Natural Language Processing

mlops-r icon mlops-r

Resources for Machine Learning Operations with R

oreilly-intro-to-predictive-clv icon oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

pandas_dplyr icon pandas_dplyr

Data munging in R with dplyr and in Python with Pandas: basic structures and going from one to the other

rsconf2020-deployment icon rsconf2020-deployment

My talk from RStudio::conf(2020), End-to-End Data Science Deployment with Shiny, Plumber, and Pins.

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