Christopher Krapu's repositories
bayesian_forecasting
Bayesian filtering and prediction for dynamic linear models
bayes-at-scale
Cloud and GPU-accelerated probabilistic modeling for national- and global-level datasets
mbds-cee-690
Course materials and notes for CEE 690: Model Based Data Science (Fall, 2019)
abm-emulator
Statistical emulators of agent-based models
AutoGPT
An experimental open-source attempt to make GPT-4 fully autonomous.
ckrapu.github.io
Second iteration of research webpage
gr4j_theano
Autodiff-enabled hydrology modeling via Theano
keras-contrib
Keras community contributions
chainlit-on-nvidia
Starter repository for chatting with NVIDIA NIMs on Chainlit
dgm-pipeline
Package for training deep generative models and generating image completions
GP_emulator
Gaussian process emulation of agent based models
lightweight-gan
Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
portfolio_posters
Image and PDF files showcasing projects I've worked on in the past
probability
Probabilistic reasoning and statistical analysis in TensorFlow
punica
A lightweight 4X js game
pymc-examples
Examples of PyMC3 models, including a library of Jupyter notebooks.
pymc3-gpu-docker
Theano Docker files
pymcon
Website for PyMCon
pytensor
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
rwfmm
Random walk functional mixed model
sampledeep
Software for connecting deep generative models to Markov chain Monte Carlo samplers
SciencePlots
Matplotlib styles for scientific plotting
seirsplus
Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.