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hchen19's Projects

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

geemap icon geemap

A Python package for interactive geospaital analysis and visualization with Google Earth Engine.

gluonts icon gluonts

Probabilistic time series modeling in Python

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

hchen19.github.io icon hchen19.github.io

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

mlx icon mlx

MLX: An array framework for Apple silicon

mojo icon mojo

The Mojo Programming Language

neuralpde.jl icon neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

neuromancer icon neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

pymc icon pymc

Bayesian Modeling and Probabilistic Programming in Python

skillful_nowcasting icon skillful_nowcasting

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

surrogates.jl icon surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

torchgeo icon torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

turing.jl icon turing.jl

Bayesian inference with probabilistic programming.

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