t-shirtguy's Projects
๐Awesome GIS is a collection of geospatial related sources, including cartographic tools, geoanalysis tools, developer tools, data, conference & communities, news, massive open online course, some amazing map sites, and more.
Blender addons to make the bridge between Blender and geographic data
Causal Inference Mixtape Sessions
Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"
deep learning for image processing including classification and object-detection etc.
End-to-End Object Detection with Transformers
Official implementation of Earthformer
๐ A Vue.js 3 UI Library made by Element team
Documentation, API Reference and Samples
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Book about interpretable machine learning
ใ็ป่ฎกๅญฆไน ๆนๆณใ็ไปฃ็ ๅฎ็ฐ
Multiscale Geographically Weighted Regression (MGWR)
OSMnx: Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap.
Latex code for making neural networks diagrams
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
Geographically Weighted Regression (GWR) in Python
PyQt6ไธญๆๆ็จ
Fast data visualization and GUI tools for scientific / engineering applications
A package for HYSPLIT air parcel trajectory analysis.
Python Wrappers for SWMM
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
Config files for my GitHub profile.
Nothing
[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
VAEs for embedding urban network structure.