deeptime-ml / deeptimeLinks
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
☆842Updated 10 months ago
Alternatives and similar repositories for deeptime
Users that are interested in deeptime are comparing it to the libraries listed below
Sorting:
- Functional Data Analysis Python package☆337Updated 3 months ago
- catch22: CAnonical Time-series CHaracteristics☆459Updated last week
- An intuitive library to extract features from time series.☆1,075Updated last week
- Experimental design and (multi-objective) bayesian optimization.☆359Updated this week
- Flexible time series feature extraction & processing☆436Updated last year
- Python Dynamic Mode Decomposition☆1,183Updated last month
- Gaussian Processes for Experimental Sciences☆233Updated 7 months ago
- Fit data to many distributions☆409Updated 8 months ago
- A Python module implementing some standard algorithms used in nonlinear time series analysis☆191Updated last year
- A python library for time-series smoothing and outlier detection in a vectorized way.☆771Updated 2 years ago
- A Bayesian optimization toolbox built on TensorFlow☆248Updated 3 weeks ago
- distfit is a python library for probability density fitting.☆413Updated 3 weeks ago
- A package for the sparse identification of nonlinear dynamical systems from data☆1,748Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,511Updated this week
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆599Updated last year
- python implementation of catch22☆92Updated 6 months ago
- Code for performing various projection pursuit routines☆36Updated 3 years ago
- Distance correlation and related E-statistics in Python☆158Updated 3 weeks ago
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆386Updated 2 years ago
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆231Updated 3 years ago
- Synthetic Minority Over-Sampling Technique for Regression☆348Updated 2 years ago
- A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, exper…☆644Updated this week
- ☆379Updated 4 years ago
- Python port of R's Comprehensive Dynamic Time Warp algorithms package☆331Updated last week
- Kernel Density Estimation in Python☆639Updated last month
- 🚂 Python API for Emma's Markov Model Algorithms 🚂☆336Updated 2 years ago
- Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/☆162Updated 2 years ago
- Probabilistic Numerics in Python.☆458Updated 7 months ago
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆776Updated 2 years ago
- Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.☆970Updated last month