Huan Ning's repositories
Book2_Beauty-of-Data-Visualization
Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正
EDiffSR
[IEEE TGRS 2024] EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
Grounded-Segment-Anything
Grounded-SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
IDRISI
IDRISI-R is the largest-scale publicly-available Twitter Location Mention Recognition (LMR) dataset, in both English and Arabic languages. It contains 41 disaster events of different types such as floods, fires, etc. In addition to tagging LMs in tweets, the LMs were labeled for location types such as countries, cities, streets, POIs, etc.
OneFormer-Colab
[Colab Demo Code] OneFormer: One Transformer to Rule Universal Image Segmentation.
pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
PySR
High-Performance Symbolic Regression in Python and Julia
seamseg
Seamless Scene Segmentation
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.