Tony Yun's repositories
sqlvalidator
SQL queries formatting, syntactic and semantic validation
stocks
stock simulation
prefect
The easiest way to automate your data
rime-luna-pinyin
【朙月拼音】輸入方案
Othello
C# Unity
Games
Logics & Architectures
firechat
Real-time Chat powered by Firebase
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
statsd
Daemon for easy but powerful stats aggregation
bitcoin
Bitcoin Core integration/staging tree
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
plotly.py
An interactive, browser-based graphing library for Python :sparkles:
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
geopandas
Python tools for geographic data
AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
agentbase
Minimalist Agent Based Modeling (ABM) platform that runs directly in the browser
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, C++ and more
RossmannStores
Kaggle
r-graph-catalog
All graphs in “Creating More Effective Graphs”, made with R package ggplot2.
stat-learn
Python code and solutions for "The Elements of Statistical Learning: Data Mining, Inference, and Prediction" Second Edition by Trevor Hastie, Robert Tibshirani, and Jerome Friedman