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My Harvard undergraduate thesis on certifiably optimal rule lists
Example codes for my PhD work on recognizing dimensional emotions in spoken dialogue
Temporal HIErarchical Forecasting
🔮 spaCy's Machine Learning library for NLP in Python
Code repository for Think Bayes.
Text and code for the second edition of Think Bayes, by Allen Downey.
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.
Worked examples for exercises in Think Stats using the Scientific Python stack.
Text and supporting code for Think Stats, 2nd Edition
The Third Bit website
Source code for blog post on Thompson Sampling
Three level nested variance components analysis simulation of balanced or unbalanced and base plot and VCA plot
scalable analysis of images and time series
Pymongo tutorial with NOAA metadata records
Tidy Data in Python Jupyter Notebook
Easily tidy data with spread and gather functions.
Bidding system using SOV data
Download and use Census TIGER/Line shapefiles in R
A tensor approach for tag-driven item recommendation.
Implementation an RNN time-embedding layer from "Time-Dependent Representation for Neural Event Sequence Prediction" paper
Recommender system project using Twitter and Foursquare data
Web Traffic Time Series Analysis and Forecasting
code and data for the time series analysis vids on my YouTube channel
Beer national sales forecasting
Time series classification and clustering code written in Python. Mostly based on the work of Dr. Eamonn Keogh at University of California Riverside
Web Traffic Time Series Forecasting
In this section, I begin with the excel file of sales data, which I obtained from the Tableau Community Forum. As a recall, the data contains mostly categorical variables and components of the vectors from the description column. The index column is a timeseries format. The major objective of this section is to understand the general trends in the data, and gain some quick insights, and then predict and forcast the Sales of the category "Technology" of the given sales data.The statistical significance of these observations will be also tested in 'Exploratory Data Analysis'.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.