cdingding
I am a PhD with proficiency at both supervised and unsupervised machine learning, python programming, big data engineering with Spark, statistics, and etc..
Internet SoftwareSanta Clara
Pinned Repositories
2015
Public material for CS109
addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
apache-toree-quickstart
Apache Toree quickstart tutorial
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
exercises
Python exercises for data science
kaggle-pycon-2015
Solution code from my winning submission to Kaggle's PyCon 2015 competition
pandas-exercises
Walkthrough exercises from PandasTutorial by Wes McKinney.
RuntimeAnalysis
Use find_anagrams as an example to do runtime analysis
Wecare
A new way to use the Reddit website ...
cdingding's Repositories
cdingding/aws_capstone
cdingding/yelp-python
A Python library for the Yelp API
cdingding/pipeline
Real-time, End-to-End, Advanced Analytics and Machine Learning Recommendation Pipeline
cdingding/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
cdingding/Codecad_Python_Projects
Python based.
cdingding/rickshaw
JavaScript toolkit for creating interactive real-time graphs
cdingding/cs231n.github.io
Public facing notes page
cdingding/python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
cdingding/nn
cdingding/dsp
Data Science Bootcamp - prework
cdingding/web-scrapers
A repo for all of the web-scrapers I've ever built
cdingding/awesome-public-datasets
A awesome list of (large-scale) public datasets on the Internet. (On-going collection)
cdingding/apache-toree-quickstart
Apache Toree quickstart tutorial
cdingding/python_koans
Python Koans - Learn Python through TDD
cdingding/cs228-material
Teaching materials for the probabilistic graphical models class at Stanford
cdingding/markdown-here
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
cdingding/IPython-quick-ref-sheets
This is ongoing work developing quick reference sheets for IPython
cdingding/thinkstats
Automatically exported from code.google.com/p/thinkstats
cdingding/bootstrap
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
cdingding/mltutorial
Machine Learning Tutorial in IPython Notebooks
cdingding/Data-Science-Resources
Great resources from finding data sets to finding jobs!
cdingding/scipy2014_tutorial
Tutorial: Bayesian Statistical Analysis in Python
cdingding/downhill
Stochastic gradient routines for Theano
cdingding/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
cdingding/2015
Public material for CS109
cdingding/DataScienceSpCourseNotes
Compiled Notes for all 9 courses in the Coursera Data Science Specialization
cdingding/colab
Ambiente Colaborativo para Comunidades
cdingding/Complete-Python-Bootcamp
Lectures for Udemy - Complete Python Bootcamp Course
cdingding/Udemy-notes
My udemy notebooks
cdingding/datasharing
The Leek group guide to data sharing