zhaowilliam Goto Github PK

associated-data

For associated data that can be mashed up with ours. This is data like Census demographics, CDC flu rates, and hospital beds

caiso-scrapers

Set of tools developed to extract data from the CAISO website and OASIS API

cbrain-cam

Code for neural network parameterization project

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

datamining

learn in datamining

deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

downscalingreanalysis

This repository contains three packages that assemble codes and scripts to downscale coarse-resolution reanalysis fields to finer resolutions, accounting for subgrid-scale variability and/or topographic effects.

fortran-ml-bridge

Code and examples on directly calling Tensorflow / Pytorch / Keras ML models from Fortran.

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

jacobianmatrix

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

keras

Deep Learning for humans

keras-tutorial

Using Tensorflow/Keras to understand neural networks

ltf-github-website-courses

Repository for the CTL-sponsered workshop "Git for course deployment and websites"

metaflux

Meta-learning for climate sciences

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

plotneuralnet

Latex code for making neural networks diagrams

pyiso

Python client libraries for ISO and other power grid data sources.

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytseb

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

so2sat-lcz42

Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

visual-heiflow

Visual HEIFLOW (VHF) is a comprehensive graphical modeling environment for integrated hydrological modeling.

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

workshops

A few exercises for use at events.