Pinned Repositories
abm-emulator
Statistical emulators of agent-based models
bayes-at-scale
Cloud and GPU-accelerated probabilistic modeling for national- and global-level datasets
bayesian_forecasting
Bayesian filtering and prediction for dynamic linear models
gr4j_theano
Autodiff-enabled hydrology modeling via Theano
lidisa
Lightweight implementation of geostatistical direct sampling in Python
mbds-cee-690
Course materials and notes for CEE 690: Model Based Data Science (Fall, 2019)
sprcom
Bayesian spatial regression of communities
tvp-gr4j
Time-varying parameter variant of hydrology model GR4J for MCMC in NumPyro & PyMC
ckrapu's Repositories
ckrapu/sprcom
Bayesian spatial regression of communities
ckrapu/tvp-gr4j
Time-varying parameter variant of hydrology model GR4J for MCMC in NumPyro & PyMC
ckrapu/bayes-at-scale
Cloud and GPU-accelerated probabilistic modeling for national- and global-level datasets
ckrapu/bayesian_forecasting
Bayesian filtering and prediction for dynamic linear models
ckrapu/lidisa
Lightweight implementation of geostatistical direct sampling in Python
ckrapu/mbds-cee-690
Course materials and notes for CEE 690: Model Based Data Science (Fall, 2019)
ckrapu/abm-emulator
Statistical emulators of agent-based models
ckrapu/AutoGPT
An experimental open-source attempt to make GPT-4 fully autonomous.
ckrapu/ckrapu.github.io
Second iteration of research webpage
ckrapu/gr4j_theano
Autodiff-enabled hydrology modeling via Theano
ckrapu/keras-contrib
Keras community contributions
ckrapu/chainlit-on-nvidia
Starter repository for chatting with NVIDIA NIMs on Chainlit
ckrapu/ckrapu
ckrapu/dgm-pipeline
Package for training deep generative models and generating image completions
ckrapu/gee-scripts
ckrapu/GP_emulator
Gaussian process emulation of agent based models
ckrapu/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
ckrapu/pgm-plane
Control plan for probabilistic graphical models
ckrapu/portfolio_posters
Image and PDF files showcasing projects I've worked on in the past
ckrapu/probability
Probabilistic reasoning and statistical analysis in TensorFlow
ckrapu/pymc-examples
Examples of PyMC3 models, including a library of Jupyter notebooks.
ckrapu/pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
ckrapu/pymc3-gpu-docker
Theano Docker files
ckrapu/pymc3_notebooks
ckrapu/pymcon
Website for PyMCon
ckrapu/pytensor
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
ckrapu/rwfmm
Random walk functional mixed model
ckrapu/sampledeep
Software for connecting deep generative models to Markov chain Monte Carlo samplers
ckrapu/SciencePlots
Matplotlib styles for scientific plotting
ckrapu/seirsplus
Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.