615 Open source projects that are alternatives of or similar to Mintpy

A Lightweight REST API to Access MICMAC Photogrammetry and SFM Engine.

An implementation of soft-DTW divergences.

Machine Learning Projects

Code for Java Deep Learning Cookbook

A Julia implementation of basic tools for time series analysis compatible with incomplete data.

GRATIS: GeneRAting TIme Series with diverse and controllable characteristics

Useful tools for periodicity analysis in time series data.

A Time Series Data Browser

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

Feeding images of time series to Conv Nets! (Tensorflow + Keras)

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

Extensible time series class that provides uniform handling of many R time series classes by extending zoo.

This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

Full Bayesian Inference for Hidden Markov Models

A Python interface to the 6S Radiative Transfer Model

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

Code repository of the paper "Wavelet Networks: Scale Equivariant Learning From Raw Waveforms" https://arxiv.org/abs/2006.05259

An open source library for Fuzzy Time Series in Python

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

Spectral-Spatial Unified Networks for Hyperspectral Image Classification

2017 workshop content for http://wenfo.org/wald/advanced-remote-sensing

Python RINEX 2 / 3 NAV / OBS / sp3 reader & batch convert to HDF5 with C-like speed

An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.

Official implementation for DMNet: Density map guided object detection in aerial image (CVPR 2020 EarthVision workshop)

biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Synthetic Data Generation for tabular, relational and time series data.

A Java package to automatically detect anomalies in large scale time-series data

A collection of functions for reading, displaying, transforming and analyzing geophysical data.

The plugin-driven server agent for collecting & reporting metrics.

A framework for historical volatility estimation and analysis.

Yuvi is an in-memory storage engine for recent time series metrics data.

A flexible data historian based on InfluxDB, Grafana, MQTT and more. Free, open, simple.

Anomaly detection for streaming time series, featuring automated model selection.

R interface to Brazilian Central Bank web services

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium

Using Kalman Filter to Predict Corona Virus Spread

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

Barrage is an opinionated supervised deep learning tool built on top of TensorFlow 2.x designed to standardize and orchestrate the training and scoring of complicated models.

R package: A state-of-the-art Vegetation Phenology extraction package, phenofit

This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

Loud ML is the first open-source AI solution for ICT and IoT automation

Satellite image processing pipeline to classify land-cover and land-use

Solution to Kaggle - Web Traffic Time Series Forecasting

Estimating effective elastic thickness of the lithosphere

CRAN R Package: Time Series Missing Value Imputation

This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).

Mapping wetland hydrological dynamics using Google Earth Engine (GEE)

A Keras library for multi-step time-series forecasting.

Probabilistic time series modeling in Python

List of tools & datasets for anomaly detection on time-series data.

Implementation of soft dynamic time warping in pytorch

An advanced geospatial data analysis platform

Accumulo backed time series database

LiCSBAS: InSAR time series analysis package using LiCSAR products

List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

An environmental monitoring and regulation system

Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE