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William Sun's Projects

solar_cells icon solar_cells

Applying ML and heuristic algorithms for optimizing structures of tandem solar cells

solarestimator icon solarestimator

A Python-based Learning Framework for predicting power conversion efficiency of Organic Solar Cells using Molecular Fingerprints

solarsorter icon solarsorter

Robotics Minor project where we need to automate the sorting/grading of solar cells using vision, a robot, a plc and a hmi

solcore5 icon solcore5

A multi-scale, python-based library for the modelling of solar cells and semiconductor materials

source-to-image icon source-to-image

A tool for building/building artifacts from source and injecting into docker images

stanford_dl_ex icon stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

starrynight icon starrynight

Monte Carlo codes to simulate polar domains in hybrid perovskite solar cells

sunrise icon sunrise

This project is to create guideline and tools to autopilot an application and data center with Linux or Windows container

superalloydigger icon superalloydigger

The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating target sentences from the full text and automatically extracting triple information in the form of <material name, property specifier, value>.

supportlocalserviceprovider icon supportlocalserviceprovider

This is a repo to create an app or platform per Jeff Weiner's proposal to provide financial relief to local service providers whose business are shutdown while we're sheltering in place

swarm icon swarm

Swarm: a Docker-native clustering system

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorboard icon tensorboard

Standalone TensorBoard for visualizing in deep learning

tensorflow icon tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

terraform icon terraform

Terraform is a tool for building, changing, and combining infrastructure safely and efficiently.

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