Start majaTo process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor
Stars: ✭ 47 (+80.77%)
modapeMODIS Assimilation and Processing Engine
Stars: ✭ 19 (-26.92%)
ModistspAn "R" package for automatic download and preprocessing of MODIS Land Products Time Series
Stars: ✭ 118 (+353.85%)
xdemAnalysis of digital elevation models (DEMs)
Stars: ✭ 50 (+92.31%)
PyrateA Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.
Stars: ✭ 110 (+323.08%)
MintpyMiami InSAR time-series software in Python
Stars: ✭ 195 (+650%)
Time-Series-ForecastingRainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.
Stars: ✭ 27 (+3.85%)
SCINetForecast time series and stock prices with SCINet
Stars: ✭ 28 (+7.69%)
retrievalSystemThe back-end of cross-modal retrieval system,wihch will contain services such as semantic location .etc
Stars: ✭ 64 (+146.15%)
waterqualityPackage designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery
Stars: ✭ 31 (+19.23%)
xarray-sentinelXarray backend to Copernicus Sentinel-1 satellite data products
Stars: ✭ 189 (+626.92%)
mf-nav-dataHistorical NAV/price/time-series data of mutual funds and popular benchmark indices in India
Stars: ✭ 29 (+11.54%)
deck.gl-rasterdeck.gl layers and WebGL modules for client-side satellite imagery analysis
Stars: ✭ 60 (+130.77%)
sknifedatarsknifedatar is a package that serves primarily as an extension to the modeltime 📦 ecosystem. In addition to some functionalities of spatial data and visualization.
Stars: ✭ 30 (+15.38%)
PlotTwistPlotTwist - a web app for plotting and annotating time-series data
Stars: ✭ 21 (-19.23%)
DTWDynamic Time Warping in Python / C (using ctypes)
Stars: ✭ 26 (+0%)
msdaLibrary for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector
Stars: ✭ 80 (+207.69%)
DUNCode for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Stars: ✭ 65 (+150%)
aruco-geobitsgeobits: ArUco Ground Control Point Targets and Detection for Aerial Imagery (UAV/MAV).
Stars: ✭ 32 (+23.08%)
greycatGreyCat - Data Analytics, Temporal data, What-if, Live machine learning
Stars: ✭ 104 (+300%)
Prediction-using-Bayesian-Neural-NetworkPrediction of continuous signals data and Web tracking data using dynamic Bayesian neural network. Compared with other network architectures aswell.
Stars: ✭ 28 (+7.69%)
PyTrxPyTrx is a Python object-oriented programme created for the purpose of calculating real-world measurements from oblique images and time-lapse image series. Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.
Stars: ✭ 31 (+19.23%)
pytorch-timeseriesPyTorch implementations of neural networks for timeseries classification
Stars: ✭ 76 (+192.31%)
aileen-coreSensor data aggregation tool for any numerical sensor data. Robust and privacy-friendly.
Stars: ✭ 15 (-42.31%)
renewcastRenewcast: Forecasting Renewable Electricity Generation in EU Countries.
Stars: ✭ 28 (+7.69%)
CDLabYet another repository for developing and benchmarking deep learning-based change detection methods.
Stars: ✭ 59 (+126.92%)
geospatial-learnA python library for geo-spatial processing and machine learning
Stars: ✭ 20 (-23.08%)
cnn-rnn-bitcoinReusable CNN and RNN model doing time series binary classification
Stars: ✭ 28 (+7.69%)
Deep XFPackage towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
Stars: ✭ 83 (+219.23%)
ewstoolsPython package for early warning signals (EWS) of bifurcations in time series data.
Stars: ✭ 29 (+11.54%)
walkerBayesian Generalized Linear Models with Time-Varying Coefficients
Stars: ✭ 38 (+46.15%)
awesome-conformal-predictionA professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Stars: ✭ 998 (+3738.46%)
Soft-DTW-LossPyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
Stars: ✭ 76 (+192.31%)
mlforecastScalable machine 🤖 learning for time series forecasting.
Stars: ✭ 96 (+269.23%)
arcsiSoftware to automate the production of optical analysis ready data (ARD) from Landsat, Sentinel-2 and others.
Stars: ✭ 22 (-15.38%)
ticktockAn OpenTSDB-like time series database, with much better performance.
Stars: ✭ 34 (+30.77%)
OpenCossanOpenCossan is an open and free toolbox for uncertainty quantification and management.
Stars: ✭ 40 (+53.85%)
deep learning ecologyEducational Resources on Neural Networks for Ecology and Remote Sensing
Stars: ✭ 45 (+73.08%)
timegan-pytorchThis repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.
Stars: ✭ 46 (+76.92%)
torchgeoTorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Stars: ✭ 1,125 (+4226.92%)
Bayesian LSPA Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.
Stars: ✭ 32 (+23.08%)
micropredictionIf you can measure it, consider it predicted
Stars: ✭ 158 (+507.69%)
unicornnOfficial code for UnICORNN (ICML 2021)
Stars: ✭ 21 (-19.23%)
CoronaDashCOVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools
Stars: ✭ 20 (-23.08%)
geeSharp.jsPan-sharpening in the Earth Engine code editor
Stars: ✭ 25 (-3.85%)
responsible-ai-toolboxThis project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.
Stars: ✭ 615 (+2265.38%)
3D-PV-LocatorRepo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
Stars: ✭ 35 (+34.62%)
data-viz-utilsFunctions for easily making publication-quality figures with matplotlib.
Stars: ✭ 16 (-38.46%)
Shapley regressionsStatistical inference on machine learning or general non-parametric models
Stars: ✭ 37 (+42.31%)
sentinel-utilA CLI for downloading, processing, and making a mosaic from Sentinel-1, -2 and -3 data
Stars: ✭ 22 (-15.38%)
timemachinesPredict time-series with one line of code.
Stars: ✭ 342 (+1215.38%)