kjaehnig Goto Github PK

amuse_projects

Repository of different star cluster simulations using AMUSE

animate_skl_gmm

python code to animate GMM fitting of open clusters per EM iteration

arxiv-explorer-webapp

Streamlit app project to make a visual explorer for arxiv papers with a text summarizer for the abstracts.

asl-vision-translate

repository for web application that will take user live video input and use mediapipe's hand-tracking to a machine learning model which will translate detected ASL hand symbols and output the corresponding ASL text.

astro_animations

Various animations used for teaching introductory astronomy concepts

bayesian_cnn

Code and results for a convolutional neural network classifier trained on intel landscape images

bayesian_nn_experiments

Repository for various experiments in Bayesian neural networks using tensorflow

bnn-digits-recognizer-app

Streamlit Oriented Digit Recognizer WebApp using a BNN

bnn-ocr-webapp

Streamlit based web-app to implement and test out different optical character recognition neural networks with Bayesian capabilities.

ccfraud_autoencoder

Repository for code (mostly jupyter notebook) for data loading, cleaning, preprocessing and engineering of 6 million credit card transactions to train a fraud detection autoencoder in tensorflow.

cnn_classifiers

Storage directory for deep convolutional neural network classifier in keras trained on intel location images

cudannprojects

Repo for NN projects using Cuda on Windows

data-analyst-projects

repo for collection of different data analyst projects

data-science-projects

Repo for various data science projects

dr3phot_kerasnn

Regression Neural Network built in Keras for open cluster parameter (Age, FeH, Av, Dist) estimation

gaia_xdgmm_result_plots

Directory of all 420 four plots used for visual validation of results from Jaehing et. al. 2021

gat_sebs

Gaia Apogee Tess benchmark catalog of spectroscopic eclipsing binaries repository

gettingstarted

...with git and GitHub

iris_deployment

A repository containing for a ML model for deployment onto StreamLit

kjaehnig.github.io

My website

lsstc-dsfp-sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

masc

MASC: generate initial conditions for star cluster simulations.

mist_isochrone_widget

Simple Python3 widget to plot color-magnitude diagram of a cluster and generate/plot an isochrone in real time.

nbody6ppgpu

Nbody6++GPU

neural_network_confusion_matrix_animation

Repo for python code to animate confusion matrix evolution of dense neural network

paperscribe_rag_ai

personalwebsite.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

pneumonia-xray-bayesian-detector

repository for streamlit app that will host a bayesian convolutional neural network trained to find pneumonia in chest xrays. App will also have tools to adjust image to explore how it affects model predictions.

talkviz

Visualizations (movies and figures) for talks

xdgmm

A wrapper class for the scikit-learn BaseEstimator class that implements both the astroML and Bovy et al. (2011) XDGMM methods.