donshen Goto Github PK
Name: Don Shen
Type: User
Company: AWS; University of Minnesota Twin Cities
Name: Don Shen
Type: User
Company: AWS; University of Minnesota Twin Cities
Keras Implementation of 3d Convolutional Neural Network
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
A Study on Correlation of Conty-Wide US Demographics and Economy on COVID-19 Pandemic. The COVID-19 data is from JHU CSSE, and US demographics data is from US Census Bureau.
Solutions for CS224W Winter 2021 Colab
Local dynamoDB
🦉Data Version Control | Git for Data & Models
In this project, using the dataset from Amazon Customer Review (https://registry.opendata.aws/amazon-reviews/), unsupervised learning models are applied to automatically analyze the underlying structures of user reviews on grocery products, and to visualize the results by multiple natural language processing (NLP) models/tools.
CNN for structure classification through Fourier Transform of voxelized point clouds
In this project, using the dataset from Kaggle (https://www.kaggle.com/adammaus/predicting-churn-for-bank-customers), different supervised learning models are used to predict customers that are likely to churn in the future. Top factors that influence user retention are analyzed.
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
Implementation of <Learning to Ask: Neural Question Generation for Reading Comprehension> by Xinya Du et al.
Notes and codes from the NLP-related contents for the course: https://courses.d2l.ai/zh-v2/ by Mu Li
Packmol
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
This repo uses PointNet [1](https://arxiv.org/abs/1612.00593), a neural network designed for computer vision applications using point clouds. In this study, a properly-trained PointNet was demonstrated to be highly generalizable on morphology detection in molecular simulations, and can be potentially extended to discovery of emerging ordered patterns from non-equilibrium systems.
:snake: Python Programs
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
Neural question generation using transformers
In this Databricks notebook, Spark SQL and dataframe was used for big data analysis and OLAP on SF crime data. (https://data.sfgov.org/Public-Safety/Police-Department-Incident-Reports-Historical-2003/tmnf-yvry).
Calculate average structure factor from pdb files. Implemented CPU-based parallelization using numba and cuda-acceleration by Taichi. Codes belongs to Siepmann Group, University of Minnesota. Author of original code: Paul Qile Chen. Contributors: Don Zhengyuan Shen; Andrew Yangzesheng Sun
End-to-end neural table-text understanding models.
Problems worked out from the book Time Series Analysis and Its Applications: With R Examples by Shumway and Stoffer. Includes brief time series overview, time series regression, and ARIMA modeling.
Tool for segmenting group chat conversations using NLP and Neural Networks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.