Name: Changsong Ding
Type: User
Company: Internet Software
Bio: I am a PhD with proficiency at both supervised and unsupervised machine learning, python programming, big data engineering with Spark, statistics, and etc..
Location: Santa Clara
Blog: https://www.linkedin.com/in/changsongding
Changsong Ding's Projects
Public material for CS109
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Apache Toree quickstart tutorial
A curated list of awesome Machine Learning frameworks, libraries and software.
A awesome list of (large-scale) public datasets on the Internet. (On-going collection)
A curated list of awesome Python frameworks, libraries and software
A Python implementation of global optimization with gaussian processes.
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
High dimension sampling with constraints
Python based.
Ambiente Colaborativo para Comunidades
Lectures for Udemy - Complete Python Bootcamp Course
Official content for Harvard CS109
Teaching materials for the probabilistic graphical models class at Stanford
Public facing notes page
Great resources from finding data sets to finding jobs!
Compiled Notes for all 9 courses in the Coursera Data Science Specialization
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
The Leek group guide to data sharing
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Deep Learning (Python, C, C++, Java, Scala, Go)
Group edited resource for deep learning
An expressive shorthand to describe a deep learning architecture
使用scrapy,redis, mongodb,graphite实现的一个分布式网络爬虫,底层存储mongodb集群,分布式使用redis实现,爬虫状态显示使用graphite实现
Dive into Machine Learning with Python Jupyter notebook and scikit-learn
Stochastic gradient routines for Theano
Data Science Bootcamp - prework
Ethereum Network Stats