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