Jundong's repositories
Korteweg-deVries-KdV-Equation-Solution
Pseudo-spectral method was employed to numerically solve KdV equation
CameraCalibration
Using Python, Numpy and OpenCV to calibrate cameras
Preprocess-Raw-Video-Clips-for-PTV-and-Fish-Identification
use python, opencv to preprocess video clips for PTV analysis and fish identification
TDI_Challenge_2017
Build a classifier to classify X-ray images
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
demo-scene
Scripts and samples to support Confluent Platform talks. May be rough around the edges. For automated tutorials and QA'd code, see https://github.com/confluentinc/examples/
Dockerfiles
A place where I build Dockerfiles used in other projects. Built in CircleCI.
Elmo-Tutorial
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
emerald-shiner-detector
Using TensorFlow Object Detection API to detect emerald shiner from experimental images.
feast-workshop
A workshop with several modules to help learn Feast, an open-source feature store
Fecal-Indicator-Bacteria-Modeling-
Using MLP to model fecal indicator bacteria in urban waterways
Findingdonors
Supervised Learning Project
flask-angular-data-science
Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280
keras-drop-block
DropBlock implemented in Keras
keras-elmo
How to use ELMo embeddings in Keras with Tensorflow Hub
markdown-cv
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
ml-ops
mlops intro
nlp
Simple experiments with word embeddings
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
productionalizing-data-pipelines-airflow
Productionalizing Data Pipelines with Apache Airflow
pyflink_learn
基于 PyFlink 的学习文档，通过一个个小实践，便于大家快速入手 PyFlink
VirtualFish
Virtual fish developed with deep learning technique
Woodlawn_Beach
Woodlawn Beach E.Coli Concentration