aganse/datasci_ipynbs

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Created about 7 years ago
Updated about 7 years ago

aganse/datasci_ipynbs

aganse

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Miscellaneous data science / machine learning Jupyter notebooks

docker_mlflow_db

A ready-to-run Docker container setup to quickly provide MLflow as a service, with PostgreSQL, AWS S3, and NGINX

InvGN

Calculate Tikhonov-regularized, Gauss-Newton nonlinear iterated inversion to solve the damped nonlinear least squares problem (Matlab code).

vim-mlflow

A Vim plugin to browse your MLflow parameters and metrics from within Vim instead of (or in addition to) the MLflow webapp GUI.

icp_boxfit

fit a 3d box to a point cloud

RayDemo

RayDemo is an interactive, graphical, geophysical raytrace applet, particularly useful for demonstration/tutorial purposes. Its focus is geophysical such as sound/earthquake waves propagting through the ocean or land, as opposed to light reflections between objects (a different popular use of raytracing for graphics needs).

tutorial_beamform

Matlab tutorial demonstration scripts on beamforming concepts, used to create the results shown on my beamforming tutorial webpage.

py_tf2_gpu_dock_mlflow

A ready-to-run Python/Tensorflow2/MLflow/Docker setup to train models on GPU and log performance and resulting model in MLflow.

MultiRegressLines.matlab

The Matlab scripts in MultiRegressLines.matlab run a two-line-segment regression on a dataset of X,Y data, and analyze the uncertainties in that regression via Monte Carlo (since it's a nonlinear problem).

db_labeling_webapp

A simple gradio-based web-app that connects to a database, displays images, and allows to enter json tags.