hchen19's repositories

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

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botorch

Bayesian optimization in PyTorch

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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diffusion_weather

Testing out Diffusion-based models for weather and PV forecasting

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geemap

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

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GeometricKernels

Geometric kernels on manifolds, meshes and graphs

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github-readme-stats

:zap: Dynamically generated stats for your github readmes

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gluonts

Probabilistic time series modeling in Python

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GPJax

Gaussian processes in JAX.

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gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

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hchen19.github.io

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

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NeuralPDE.jl

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

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Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

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mlx

MLX: An array framework for Apple silicon

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mojo

The Mojo Programming Language

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neuromancer

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

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pymc

Bayesian Modeling and Probabilistic Programming in Python

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skillful_nowcasting

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

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torchgeo

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

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Turing.jl

Bayesian inference with probabilistic programming.

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