Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)
☆65Nov 28, 2025Updated 4 months ago
Alternatives and similar repositories for deep-early-warnings-pnas
Users that are interested in deep-early-warnings-pnas are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package for early warning signals (EWS) of bifurcations in time series data.☆95Apr 4, 2026Updated 2 weeks ago
- A non-exhaustive list of open resources to help environmental scientists get started with machine learning☆17May 22, 2025Updated 10 months ago
- Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection☆26May 21, 2025Updated 10 months ago
- Description and analysis of some mathematical/physics phenomena by using simulation☆19Apr 21, 2024Updated last year
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆28Nov 22, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Time series regime analysis in python☆13Oct 13, 2022Updated 3 years ago
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆33Mar 9, 2020Updated 6 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10May 21, 2022Updated 3 years ago
- Kori-ULB ice flow model☆16Mar 31, 2026Updated 2 weeks ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆60May 20, 2022Updated 3 years ago
- ☆20Jun 26, 2025Updated 9 months ago
- ☆18Feb 11, 2025Updated last year
- Revisiting Whittaker-Henderson Smoothing☆11Jun 19, 2025Updated 10 months ago
- Generates random graphs with tunable strength of community structure☆28Oct 7, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Lagrangian cyclone tracking algorithm originally developed while at the National Snow and Ice Data Center; modified while at the College …☆21Mar 27, 2026Updated 3 weeks ago
- Spatially Correlated, Approximate Modelling of Point patterns in R☆17Mar 13, 2024Updated 2 years ago
- DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning (Nature Computational Science, 2026)☆39Feb 10, 2026Updated 2 months ago
- 高频交易系统结构☆17May 21, 2020Updated 5 years ago
- ☆16Oct 18, 2024Updated last year
- Back end for producing indicators and loading them into the COVIDcast API.☆12Apr 2, 2026Updated 2 weeks ago
- A framework for neural network control of dynamical systems over graphs.☆59Sep 25, 2022Updated 3 years ago
- A Pythonic wrapper for the scientific journal, including Nature, Science, ScienceDirect, Wiley, ACS publication, RSC publication and so o…☆21Mar 18, 2020Updated 6 years ago
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Oct 21, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 2-D XY Model with Monte Carlo method to simulate the KT Phase Transition☆17Dec 12, 2016Updated 9 years ago
- Work In Progress: GitHub API v3.0 implemented in R using the gh package☆18Dec 7, 2023Updated 2 years ago
- [Re] Next Generation Reservoir Computing☆11Dec 12, 2022Updated 3 years ago
- Example of using libuvc with openFrameworks on Mac.☆10Aug 24, 2018Updated 7 years ago
- Package wrapper with additions to PyMVPA http://www.pymvpa.org/ https://github.com/PyMVPA/PyMVPA☆13Apr 1, 2025Updated last year
- A python/pytorch package for invertible neural networks☆71Jun 19, 2023Updated 2 years ago
- Scripts to generate data of real time datasets☆12Mar 26, 2026Updated 3 weeks ago
- Interactive voxel rendering using R☆12May 23, 2019Updated 6 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆45Oct 12, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Sigmoid Colon: The biologically inspired activation function.☆25Mar 10, 2023Updated 3 years ago
- ☆28Jun 25, 2021Updated 4 years ago
- Geog 2021 Environmental Remote Sensing☆16Jan 4, 2019Updated 7 years ago
- ☆11Jun 8, 2018Updated 7 years ago
- A simple CLI Snake Game made in FSharp☆18Mar 18, 2023Updated 3 years ago
- ☆14Jun 11, 2025Updated 10 months ago
- chinese word segmentation based on rnn☆13Oct 14, 2016Updated 9 years ago