stu-bishop

aiyyer.github.io

ams-2021-ml-python-course-supervised-learning

Supervised learning notebook for the AMS 2021 short course: Machine Learning in Python for Environmental Science Problems

AstroVim

AstroVim is an aesthetic and feature-rich neovim config that is extensible and easy to use with a great set of plugins

Bickley-Jet

Rust code to calculate the along-stream current of the Gulf Stream as a Bickley Jet

cmaps

user defined colormaps in matplotlib.

East-vs-West-Coast-SigWaveHeights

This Jupyter Notebook was motivated from teaching MEA 464/591 Ocean Circulation Systems. In introducing the students to using xarray and opendap we were able to answer the question of whether the east coast had bigger waves from the recent El Nino-fueled storms in winter 2023-2024 than Southern California.

NOBX-Upwelling

Upwelling project looking at the connection between upwelling indices and coastal upwelling along the northern OBX of NC

Shark-Classifier-PyTorch

Machine Learning model using PyTorch neural networks to classify shark species from a shark image database

Solana-Price-Prediction

What will the price of Solana be in one year following the Bitcoin halving?

Stochastic-Energy-Balance-Model

Code to solve a system of first order coupled differential equations with stochastic forcing

stu-bishop/Bickley-Jet

Rust code to calculate the along-stream current of the Gulf Stream as a Bickley Jet

stu-bishop/cmaps

user defined colormaps in matplotlib.

stu-bishop/East-vs-West-Coast-SigWaveHeights

This Jupyter Notebook was motivated from teaching MEA 464/591 Ocean Circulation Systems. In introducing the students to using xarray and opendap we were able to answer the question of whether the east coast had bigger waves from the recent El Nino-fueled storms in winter 2023-2024 than Southern California.

stu-bishop/JRA-55-Shell-Scripting

Bash scripts written to convert grib files to NetCDF4 format using CDO

stu-bishop/NOBX-Upwelling

Upwelling project looking at the connection between upwelling indices and coastal upwelling along the northern OBX of NC

stu-bishop/Shark-Classifier-PyTorch

Machine Learning model using PyTorch neural networks to classify shark species from a shark image database

stu-bishop/Solana-Price-Prediction

What will the price of Solana be in one year following the Bitcoin halving?

stu-bishop/Stochastic-Energy-Balance-Model

Code to solve a system of first order coupled differential equations with stochastic forcing

stu-bishop/Coingecko-API-Price

Python scripts to plot time series of cryptocurrency price, market cap, and circulating supply using Coingecko's API

stu-bishop/DINCAE.jl

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

stu-bishop/duckdb

DuckDB is an in-process SQL OLAP Database Management System

stu-bishop/dune-client

A framework for interacting with Dune Analytics' officially supported API service

stu-bishop/Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

stu-bishop/gradfolio

stu-bishop/graphcast

stu-bishop/jet

Code and scripts for a zonal jet in MOM6

stu-bishop/keras

Deep Learning for humans

stu-bishop/kwenta-python-sdk

stu-bishop/MEA464_PyLabs

Python Laboratories for working with real-world data in MEA 464 Ocean Circulation Systems

stu-bishop/MEA540-Notebooks

A collection of Jupyter Notebooks from teaching MEA 540: Principles of Physical Oceanography

stu-bishop/Oceananigans.jl

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

stu-bishop/polars

Fast multi-threaded, hybrid-out-of-core query engine focussing on DataFrame front-ends

stu-bishop/pyth-client-py

Python client for pyth on-chain data

stu-bishop/PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

stu-bishop/SST-Prediction-XGBoost

Time series prediction of sea surface temperature from NDBC buoys using XGBoost Machine Learning techniques

stu-bishop/stu-bishop

stu-bishop/stu-bishop.github.io

stu-bishop/synthetix-docs

System and developer documentation for Synthetix

stu-bishop/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

stu-bishop/WAF_ML_Tutorial_Part2

Python code to assist in familiarizing meteorologists with machine learning