zyxue

ncbitax2lin

🐞 Convert NCBI taxonomy dump into lineages

sutton-barto-rl-exercises

📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction

DTLA_crime_analysis

Analysis of crime data in downtown Los Angeles

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

zyxue.github.io

My technical blog

coursera_functional_programming_principles_in_scala

Exercise answers to Functional Programming Principles in Scala

cpython

The Python programming language

dbx_build_tools

Dropbox's Bazel rules and tools

eviltransform

Transport coordinate between earth(WGS-84) and mars in china(GCJ-02).

feast

Feature Store for Machine Learning

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

homebrew-core

🍻 Default formulae for the missing package manager for macOS

howtographql

The Fullstack Tutorial for GraphQL

its_blog

Blog post explaining the algorithm behind interventional tree shap

kfserving

Serverless Inferencing on Kubernetes

ngboost

Natural Gradient Boosting for Probabilistic Prediction

opencensus-python

A stats collection and distributed tracing framework

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pip-tools

A set of tools to keep your pinned Python dependencies fresh.

pyro

Deep universal probabilistic programming with Python and PyTorch

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

scikit-learn

scikit-learn: machine learning in Python

scratch

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

shap

A game theoretic approach to explain the output of any machine learning model.

spark

Apache Spark - A unified analytics engine for large-scale data processing

spark-on-k8s-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

streamlit

Streamlit — A faster way to build and share data apps.

ud867

Course code repository for Gradle for Android and Java

vscode-black-formatter

Formatting support for Python using the Black formatter