yuhhuang

tensorflow_specialization

This repository contains the course materials that were used for Coursera TensorFlow specialization course.

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

Natural-Language-Processing-Specialization

python-docs-samples

Code samples used on cloud.google.com

MachineLearningPlayground

Implementation of basic mathematical pattern recognition/machine learning techniques for fun

cracking-the-data-science-interview-in-7-days

FastTreeSHAP

Fast SHAP value computation for interpreting tree-based models

HSIC-bottleneck

The HSIC Bottleneck: Deep Learning without Back-Propagation

DamageMap

Cracking_The_Machine_Learning_Interview

(Under Construction) I am currently writing a solution from the Medium article "Cracking the Machine Learning Interview," written by Subhrajit Roy. In the past year since the article went public, Subhrajit has only written down the questions with no update on the solutions. I plan on finishing the war. I may add more questions outside of the articles domain. No one else on the internet has written down a solution for machine learning interview, an opportunity I want to take advantage of.

torchgeo

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

sarsen

Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

quantitative

量化交易：python3

Building-Detection-MaskRCNN

Building detection from the SpaceNet dataset by using Mask RCNN.

crowdai-mapping-challenge-mask-rcnn

Mask-RCNN baseline for the crowdAI Mapping Challenge

An-unexpectedly-large-count-of-trees-in-the-western-Sahara-and-Sahel

This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".

maskrcnn_train_tensorflow_colab

Google Colab (Jupyter) notebook to train Instance Segmentation Tensorflow model with custom dataset, based on Matterport Mask R-CNN

Mask-RCNN-for-Off-Nadir-Building-Detection

Mask RCNN trained to detect buildings from the SpaceNet Off Nadir dataset

Indian-rooftops-detection

PixelLib

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

awesome-public-datasets

A topic-centric list of HQ open datasets.

Google-Earth-Engine-Python-Examples

Various examples for Google Earth Engine in Python using Jupyter Notebook

geetools

A collection of tools to work with Google Earth Engine Python API

Awesome-GEE

A curated list of Google Earth Engine resources

Python-100-Days

Python - 100天从新手到大师

COVID19USFlows

Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic

T-Huff

TensorFlow-Examples

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