Shan's repositories
qgis-vanguard
Singapore Land Authority QGIS Vanguard Course
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
awesome-time-series
list of papers, code, and other resources
Data-Science-Notes
数据科学的笔记以及资料搜集
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
h2ogpt
Come join the movement to make the world's best open source GPT led by H2O.ai - 100% private chat and document search, no data leaks, Apache 2.0
llama
Inference code for LLaMA models
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
hengshan.github.io
my blog about learning geospatial modelling.
kepler.gl
Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.
lihang-code
《统计学习方法》的代码实现
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
pycaret
An open-source, low-code machine learning library in Python
pysal
PySAL: Python Spatial Analysis Library Meta-Package
pytorch-forecasting
Time series forecasting with PyTorch
pytorch_geometric
Graph Neural Network Library for PyTorch
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
spatio-temporal-paper-list
Spatio-temporal modeling 论文列表（主要是graph convolution相关)
state-land-leasing
Singapore state land and building leasing and valuation system
UNet-AerialSegmentation
A PyTorch implementation of U-Net for aerial imagery semantic segmentation.