Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
β880Jun 26, 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:
- π Python API for Emma's Markov Model Algorithms πβ340Sep 11, 2023Updated 2 years ago
- Python Dynamic Mode Decompositionβ1,240Dec 19, 2025Updated 7 months ago
- How to analyze molecular dynamics data with PyEMMAβ88May 29, 2019Updated 7 years ago
- Deep learning meets molecular dynamics.β189May 3, 2019Updated 7 years ago
- A package for computing data-driven approximations to the Koopman operator.β441Jan 22, 2026Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A package for the sparse identification of nonlinear dynamical systems from dataβ1,860Jun 10, 2026Updated last month
- Extending state-of-the-art Time Series Forecasting with Subsequence Time Series (STS) Clustering to enforce model seasonality adaptation.β20Oct 19, 2022Updated 3 years ago
- β19Oct 19, 2020Updated 5 years ago
- β10Mar 31, 2023Updated 3 years ago
- Helper function for Markov State Modelsβ11Jun 25, 2024Updated 2 years ago
- PySINDy GUIβ48Apr 15, 2023Updated 3 years ago
- The machine learning toolkit for time series analysis in Pythonβ3,162Updated this week
- Boltzmann Generators and Normalizing Flows in PyTorchβ201Jan 30, 2024Updated 2 years ago
- Get access to our MD data files.β34Nov 22, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A unified framework for machine learning with time seriesβ9,878Updated this week
- Winter is coming...β14Jan 23, 2019Updated 7 years ago
- An open library for the analysis of molecular dynamics trajectoriesβ724Updated this week
- β388Oct 15, 2021Updated 4 years ago
- pyGPCCA - python GPCCA: Generalized Perron Cluster Cluster Analysis package to coarse-grain reversible and non-reversible Markov state moβ¦β29Feb 17, 2026Updated 5 months ago
- Differentiable, Hardware Accelerated, Molecular Dynamicsβ1,440Updated this week
- Linear and non-linear spectral forecasting algorithmsβ138Feb 12, 2021Updated 5 years ago
- Modeling molecular ensembles with scalable data structures and parallel computingβ37Mar 11, 2026Updated 4 months ago
- An open source Python framework for transition interface and path sampling calculations.β117Jun 6, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- β25Feb 28, 2023Updated 3 years ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series anβ¦β6,099Updated this week
- A Python package for time series classificationβ1,875Jun 18, 2025Updated last year
- Variational Autoencoder for Dimensionality Reduction of Time-Seriesβ189May 1, 2022Updated 4 years ago
- Basis sets, estimators and solvers for the variational approach of conformation dynamics. NOTE: the code has been merged with PyEMMA and β¦β10Dec 8, 2016Updated 9 years ago
- Tutorials of few enhanced sampling methods along with bash script to run the method in a single shot..β48Feb 11, 2021Updated 5 years ago
- A python framework to run adaptive Markov state model (MSM) simulation on HPC resourcesβ17Aug 1, 2025Updated 11 months ago
- PENSA - a collection of python methods for exploratory analysis and comparison of biomolecular conformational ensembles.β151Feb 12, 2025Updated last year
- β15Apr 7, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Development version of plumed 2β508Updated this week
- neural networks to learn Koopman eigenfunctionsβ486Mar 22, 2024Updated 2 years ago
- β29Jun 7, 2018Updated 8 years ago
- PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)β365May 1, 2025Updated last year
- An intuitive library to extract features from time series.β1,097Jan 30, 2026Updated 5 months ago
- Statistical models for biomolecular dynamicsβ44May 8, 2025Updated last year
- catch22: CAnonical Time-series CHaracteristicsβ486Updated this week