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James Adams's Projects

ingest_ghcnd icon ingest_ghcnd

Python code to ingest GHCN-D (Global Historical Climate Network, Daily) files from ASCII to other formats.

ingest_prism_soil icon ingest_prism_soil

Python code to add a soil constants (available water capacity) variable to an existing NetCDF containing PRISM datasets.

lmoments3 icon lmoments3

Estimate linear moments for statistical distribution functions

mlops icon mlops

A project-based course on the foundations of MLOps with a focus on intuition and application.

models icon models

Models and examples built with TensorFlow

mssql_dataframe icon mssql_dataframe

Update, Upsert, and Merge from Python dataframes to SQL Server and Azure SQL database.

nanovision icon nanovision

Configuration of a NVIDIA Jetson Nano with deep learning based computer vision monitoring software.

nvidia_deep_learning icon nvidia_deep_learning

Code and notes based upon NVIDIA training courses "Fundamentals of Deep Learning for Computer Vision", "Object Detection with DIGITS", and " Optimization and Deployment of TensorFlow Models with TensorRT".

oidv4_toolkit icon oidv4_toolkit

Download and visualize single or multiple classes from the huge Open Images v4 dataset

oorb icon oorb

An open-source orbit-computation package for Solar System objects.

openimages icon openimages

Tools for downloading images and annotations from Google's OpenImages dataset.

parquetcubeingestion icon parquetcubeingestion

This repository is providing the source code and documentation about the Parquet Cube Ingestion described in the GMD publication "A Parquet Cube alternative to store gridded data for data analytics and modeling".

pbpython icon pbpython

Code, Notebooks and Examples from Practical Business Python

pyjanitor icon pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

python-mlops-cookbook icon python-mlops-cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

python-onvif-zeep icon python-onvif-zeep

ONVIF Client Implementation in Python 2+3 (using https://github.com/mvantellingen/python-zeep instead of suds as SOAP client)

python-opencv-cuda icon python-opencv-cuda

custom opencv_contrib module which exposes opencv cuda optical flow methods with python bindings

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