Logan Rudd's repositories
implied-vol-plot
Using the LedgerX public websocket API we're able to get live top of the orderbook updates for an option chain with over 150 different contracts and save the data to a RedisTimeSeries type as well as publish updates to listening subscribers. An example subscriber, an interactive plot showing the implied volatility skew of the selected expiration and type (call or put).
ml-titanic-challenge
A MLflow training pipeline and flask API
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
CS61A
Labs, Homeworks, and Projects completed in the course CS61A at UC Berkeley
exoplanet-classification
Hunting exoplanets using NASA's Kepler Space Observatory data and machine learning
ml-projects
A collection of machine learning mini-projects
mlflow-multistep-pipeline
This modified example taken from https://github.com/mlflow/mlflow/tree/master/examples/multistep_workflow was designed to run inside of a Databricks notebook
sentiment-analysis
A sentiment classifier for Tweets in Spanish
titapi
A simple fastAPI to make survival predictions of passengers aboard the Titanic
ultimate-challenge
A data science take home challenge from Ultimate Technologies Inc.
data-wrangling
A collection of data wrangling mini-projects
interview-questions
Answers to a series of interview problems
mlflow-multistep-workflow-example
Example taken from https://github.com/mlflow/mlflow/tree/master/examples/multistep_workflow
relax_challenge
A data science take home challenge from Relax inc.
serverless-test
Testing deployment of a simple API with the Serverless framework
sql-projects
A collection of sql mini-projects
stats-projects
A collection of statistics mini-projects