Somya Sharma's repositories
causal_inference_python_code
Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins
ConcreteDropout
Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
ganlab
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
glmm
R package for generalized linear mixed models
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
gym-chrono
Custom OpenAI Gym environments based on PyChrono
happy-git-with-r
Using Git and GitHub with R, Rstudio, and R Markdown
HighSchoolMLCurriculum
Curriculum for machine learning camp for high school students held at University of Minnesota
KGMLPrescribedFires
Knowledge-Guided ML Modeling for Prescribed Fire Modeling.
mogpe
Mixtures of Gaussian Process Experts in GPflow/TensorFlow
nonconformist
Python implementation of the conformal prediction framework.
RCESN_spatio_temporal
Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN
starter-hugo-academic
🎓 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
the-gan-zoo
A list of all named GANs!
UQinHydrology
Uncertainty Quantification in Hydrology: CAMELS data. Streamflow and River Basin Attribute Estimation
USA-covid-policy
Systematic dataset of US sub-national Covid-19 policy data
WiMLDS-Sept-Session
September 17, 2019 Session Material
Winsorization-for-Robust-Bayesian-Neural-Networks
Code base for building models and reporting model performance