huangy22 Goto Github PK

academic_citation_network

Unsupervised clustering analysis on the citation network of academic papers on American Physics Society journals. An interactive visualization website built with D3.js.

awesome-deep-learning-papers

The most cited deep learning papers

bqplot

Plotting library for IPython/Jupyter Notebooks

chatpaper

Use ChatGPT to summarize the arXiv papers.

chatplot

ChatGPT based assistant for data visualization and analysis

coding-interview-university

A complete computer science study plan to become a software engineer.

data_analysis_diagmc

data_blog_content

The contents for my personal blog: www.yuanhuangblog.com

datavisualization

Three interactive visualization websites, which can be found at:

dateutil

Useful extensions to the standard Python datetime features

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep_learning

The course works from Andrew Ng's Deep Learning Specialization at Coursera.

feynman_simulator

A generic purpose quantum simulator using Feynman diagram technique

feynman_simulator_kagome

games

Some games created by python code.

huangy22.github.io

Source code for my blog http://yuanhuangblog.com.

ml-research-reading

Project that manages machine learning research paper reading.

nasa-fan-web-analytics

Analytics on the server log file from a NASA fan website that generates a large amount of Internet traffic data.

newsrecommender

A news recommendation system tailored for user communities

nyc_taxi_analysis

NYC taxi data analysis

objecttracking

Track object movement using webcam.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

scikit-learn

scikit-learn: machine learning in Python

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

warehouse

Next Generation Python Package Repository

wine_quality_predictor

A wine quality predictor built with machine learning algorithms including regression tree, Random Forest Regressor and SVM. Along with an interactive visualization of the dataset built with D3.js and DC.js.

xxz_code