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William Sun's Projects

mpc-dl-controller icon mpc-dl-controller

Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control

mpptracker icon mpptracker

python max power point tracker for solar cells (hopefully robust enough for perovskites)

mymldb icon mymldb

A platform dedicated to provide math, statistical and ML operations upon Big Data.

neon icon neon

Fast, scalable, easy-to-use Python based Deep Learning Framework by Nervana™

netbsd icon netbsd

NetBSD reference version for MINIX - Automatically replicated from gerrit.minix3.org

network-multitool icon network-multitool

Multi-arch multitool for container network troubleshooting. (Formerly Praqma/Network-Multitool)

nlpparser icon nlpparser

Gradle tasks that (1) extract the contents from a pdf file using Apache Tika, (2) parse pdf content into sentences using Apache OpenNLP, (3) parse each sentence using Python nltk, OR (4) parse each sentence using Google's SyntaxNet.

notebook icon notebook

Notebook.ai is a set of tools for writers, game designers, and roleplayers to create magnificent universes – and everything within them.

numerical_model icon numerical_model

A numerical model for charge transport and energy conversion of perovskite solar cells

numpy-logistic-regression icon numpy-logistic-regression

Regularized Logistic Regression Implementation from scratch in Numpy for Binary Classification of Perovskite Materials Phases

openface icon openface

Face recognition with Google's FaceNet deep neural network.

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

opv_extratrees icon opv_extratrees

Machine Learning Framework for Estimating Efficiency of Organic Solar Cells using Extreme Random Forests

organic icon organic

Objective-Reinforced Generative Adversarial Networks for Inverse-design Chemistry

organicsolarcellmodel icon organicsolarcellmodel

Towards predicting the power conversion efficiencies of organic solar cells from donor and acceptor molecule structures

origin icon origin

OpenShift 3 - build, deploy, and manage your applications with Docker and Kubernetes

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

paper-parser icon paper-parser

PaperParser is a python package for extracting synthesis and performance metrics from academic articles on perovskite solar cells.

paperbot icon paperbot

IRC bot for fetching papers/pdfs on IRC using phenny

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