Wjppppp

xView2_baseline

Baseline localization and classification models for the xView 2 challenge.

lightly

A python library for self-supervised learning on images.

feather

Simply beautiful open-source icons

LIO-EKF

Maybe the simplest LiDAR-inertial odometry that one can have.

MaskCD

[IEEE TGRS 2024]: The official PyTorch implementation of the paper "MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification"

OverlapPredator

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

fdmr

4DModeller, Bayesian Spatio-temporal modeling in R

pyvista

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

aeon

A toolkit for machine learning from time series

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Deep-Clustering-Network

PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., ICML'2017.

tsfresh

Automatic extraction of relevant features from time series:

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

DeepDPM

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

leafmap

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

viser

Web-based 3D visualization + Python

PVT

Official implementation of PVT series

pytorch-pyramid-pooling

This Module implements Spatial Pyramid Pooling (SPP) and Temporal Pyramid Pooling (TPP) as described in different papers.

sppnet-pytorch

A simple Spatial Pyramid Pooling layer which could be added in CNN

awesome-ai4s

AI for Science 论文解读合集（持续更新ing），论文/数据集/教程下载：hyper.ai

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

dronelogbook

Dronelogbook integration

RtkGps

Playing with rtklib on android

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

KPConv

Kernel Point Convolutions

TorchSpatial

3d_url_survey

(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

DeepClustering

Methods and Implements of Deep Clustering

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

h5web

React components for data visualization and exploration