Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
☆894Oct 16, 2026Updated 3 weeks ago
Alternatives and similar repositories for deeptime
Users that are interested in deeptime 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 API for Emma's Markov Model Algorithms 🚂☆340Sep 11, 2023Updated 3 years ago
- Deep learning meets molecular dynamics.☆190May 3, 2019Updated 7 years ago
- Python Dynamic Mode Decomposition☆1,266Oct 3, 2026Updated last month
- A package for the sparse identification of nonlinear dynamical systems from data☆1,931Oct 15, 2026Updated 3 weeks ago
- A package for computing data-driven approximations to the Koopman operator.☆462Jan 22, 2026Updated 9 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- How to analyze molecular dynamics data with PyEMMA☆88May 29, 2019Updated 7 years ago
- ☆25Feb 28, 2023Updated 3 years ago
- The machine learning toolkit for time series analysis in Python☆3,190Updated this week
- Boltzmann Generators and Normalizing Flows in PyTorch☆202Jan 30, 2024Updated 2 years ago
- ☆10Mar 31, 2023Updated 3 years ago
- An open source Python framework for transition interface and path sampling calculations.☆118Jun 6, 2026Updated 5 months ago
- PySINDy GUI☆48Apr 15, 2023Updated 3 years ago
- Get access to our MD data files.☆34Nov 22, 2023Updated 2 years ago
- An open library for the analysis of molecular dynamics trajectories☆743Updated this week
- 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.
- Linear and non-linear spectral forecasting algorithms☆138Feb 12, 2021Updated 5 years ago
- Development version of plumed 2☆525Updated this week
- Differentiable, Hardware Accelerated, Molecular Dynamics☆1,473Oct 26, 2026Updated last week
- mathLab mirror of Python Dynamic Mode Decomposition☆130Mar 6, 2025Updated last year
- A python framework to run adaptive Markov state model (MSM) simulation on HPC resources☆17Aug 1, 2025Updated last year
- Modeling molecular ensembles with scalable data structures and parallel computing☆36Mar 11, 2026Updated 7 months ago
- A unified framework for machine learning with time series☆10,092Updated this week
- Variational Autoencoder for Dimensionality Reduction of Time-Series☆190May 1, 2022Updated 4 years ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,141Jul 23, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Winter is coming...☆15Jan 23, 2019Updated 7 years ago
- neural networks to learn Koopman eigenfunctions☆495Mar 22, 2024Updated 2 years ago
- A Python package for time series classification☆1,879Updated this week
- ☆395Oct 15, 2021Updated 5 years ago
- Time Series Feature Extraction Library (TSFEL): 60+ statistical, temporal, spectral and fractal features for time series classification, …☆1,112Oct 22, 2026Updated 2 weeks ago
- catch22: CAnonical Time-series CHaracteristics☆505Updated this week
- Extending state-of-the-art Time Series Forecasting with Subsequence Time Series (STS) Clustering to enforce model seasonality adaptation.☆20Oct 19, 2022Updated 4 years ago
- Helper function for Markov State Models☆11Jun 25, 2024Updated 2 years ago
- pyGPCCA - python GPCCA: Generalized Perron Cluster Cluster Analysis package to coarse-grain reversible and non-reversible Markov state mo…☆30Oct 13, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,169Oct 16, 2026Updated 2 weeks ago
- WESTPA: The Weighted Ensemble Simulation Toolkit with Parallelization and Analysis☆221Updated this week
- ☆29Jun 7, 2018Updated 8 years ago
- End-To-End Molecular Dynamics (MD) Engine using PyTorch☆721Apr 21, 2026Updated 6 months ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆92Aug 15, 2022Updated 4 years ago
- PENSA - a collection of python methods for exploratory analysis and comparison of biomolecular conformational ensembles.☆152Feb 12, 2025Updated last year
- Force aggregation code aimed at coarse-grained molecular dynamics☆10Feb 25, 2026Updated 8 months ago