andrewrreed Goto Github PK
Name: Andrew Reed
Type: User
Bio: Applied Machine Learning & Data Science
Twitter: andrewrreed
Location: Baltimore, MD
Name: Andrew Reed
Type: User
Bio: Applied Machine Learning & Data Science
Twitter: andrewrreed
Location: Baltimore, MD
Interactive Active Learning Workflow - CML/ CDSW version
Named Entity Recognition on Reuters news headlines with spaCy
An interactive, visual workflow of active learning using the MNIST dataset.
Apply modern, deep learning techniques for anomaly detection to identify network intrusions.
Demonstration of how to use the CML API to interact with CML.
Perform analytics on a large airline dataset with Spark and build an XGBoost model to predict flight cancellations.
Build an scikit-learn model to predict churn using customer telco data.
Demonstration of how to perform continuous model monitoring on CML using Model Metrics and Evidently.ai dashboards
Learn how to explain ML models using LIME and SHAP.
Perform topic classification on news articles in several limited-labeled data regimes.
CML_AMP_Image_Analysis
Experiment tracking with MLFlow.
CML_AMP_NeuralQA
Interact with a blog-style Streamlit application to visually unpack the inference workflow of a modern, single-stage object detector.
Explore an emerging NLP capability with WikiQA, an automated question answering system built on top of Wikipedia.
A Jupyter notebook demonstrating entity extraction on headlines with SpaCy.
Demonstration of how to use Streamlit as a CML Application.
Structural Time Series
Automatic text summarization with extractive and abstractive models.
Demonstration of how to use TensorBoard as a CML Application.
Demonstration of how to train Gensim's Word2Vec for a non-language use case.
Notebook with examples in explaining models with LIME and SHAP
Deploying NeuralQA on CML
[Unoffocial] Wrapper class for the interacting with the CML API.
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.