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Yizhe Xu's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

awhere-r icon awhere-r

An R package that facilitates accessing the aWhere Ag Intel Platform using R

crypto-rl icon crypto-rl

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

geo-conversion-shiny icon geo-conversion-shiny

Code repository for a shiny app realizing geo coordinate conversion. Live app can be found here: https://awherelabs.shinyapps.io/convert_coordinate/

just-the-docs icon just-the-docs

A modern, high customizable, responsive Jekyll theme for documentation with built-in search.

petastorm icon petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

swirl-course icon swirl-course

This repository stores swirl courses I developed for aWhere training

tbn icon tbn

A theme for personal site

water-stress-shiny icon water-stress-shiny

This index, for any location, is expressed as the ratio of accumulative precipitation to potential evapotranspiration during a given time period. It meant to provide users with an easy to understand index and quickly understand climate impact on water stress at any given location around the globe. Access this app online at: https://awherelabs.shinyapps.io/water-stress

weather-visual-shiny icon weather-visual-shiny

The climate has been so abnormal in the most recent years. I build this tool so that people can view precipitation pattern in any location on demand. Here is a link to the app

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