SOPHIEZANG

2017MLSpring_Hung-yi-Lee

Hung-Yi Lee ML 2017 Spring Homework

adashofdata.github.io

Andrew-Ng-Deep-Learning-notes

吴恩达《深度学习》系列课程笔记及代码 | Notes in Chinese for Andrew Ng Deep Learning Course

ARSET_ML_Fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

cs50

Earth_Observation

earth_obr_repo

LSA_Classification

Text classification example in Python using Latent Semantic Analysis (LSA)

PCI-China

Policy Change Index for China (PCI-China)

tushare

TuShare is a utility for crawling historical data of China stocks

yolo2-pytorch

YOLOv2 in PyTorch

SOPHIEZANG/2017MLSpring_Hung-yi-Lee

Hung-Yi Lee ML 2017 Spring Homework

SOPHIEZANG/ARSET_ML_Fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

SOPHIEZANG/cs50

SOPHIEZANG/Earth_Observation

earth_obr_repo

SOPHIEZANG/awesome-precipitation-nowcasting

A list of Precipitation Nowcasting papers and related resources.

SOPHIEZANG/csdl

Corn Soy Data Layer

SOPHIEZANG/DeepLearning-MuLi-Notes

Notes about courses Dive into Deep Learning by Mu Li

SOPHIEZANG/deepwatermap

a deep model that segments water on multispectral images

SOPHIEZANG/Discovery-asf_search

SOPHIEZANG/dnn_reco

IceCube DNN reconstruction

SOPHIEZANG/earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

SOPHIEZANG/gee-tutorials

This code base is collection of codes that are freely available for google earth engine. This is the collection of tutorials prepared by multiple individuals that were shared publicly as documents for learning purposes. These documents has been converted to web pages and are made easy access to the normal users via web page.

SOPHIEZANG/geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

SOPHIEZANG/GEOG-510

A report for GEOG-510

SOPHIEZANG/georasters

GeoRasters is a Python module that provides a fast and flexible tool to work with GIS raster files.

SOPHIEZANG/grass

GRASS GIS - free and open source Geographic Information System (GIS)

SOPHIEZANG/JilinCropMapping

SOPHIEZANG/markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

SOPHIEZANG/MatlabCode

SOPHIEZANG/My-journey-of-adjusting-parameters-in-CNN

This Code presents how to build and adjust parameters in CNN (Convolutional Neural Network) model to solve the Traffic project of CS50ai. With Keras layers, such as Conv2D, BatchNormalization, Relu, Maxpooling2D, I made up a big layer, repeated 3 times, and then data through Dropout, Flattern, Dense layers. I finally got the output as classification result.

SOPHIEZANG/nnUNet

SOPHIEZANG/polars

Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js

SOPHIEZANG/python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

SOPHIEZANG/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

SOPHIEZANG/solara

A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps

SOPHIEZANG/SOPHIEZANG

My GITHUB PROFILE

SOPHIEZANG/SOPHIEZANG.github.io

My personal website!

SOPHIEZANG/spectrum

Spectral Analysis in Python

SOPHIEZANG/techniques

Techniques for deep learning with satellite & aerial imagery

SOPHIEZANG/torchgeo

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