riscy / machine_learning_linear_modelsLinks
A demo showcasing linear regression, reduced-rank regression and a linear system identification algorithm for modelling time series -- and when to apply them.
☆17Updated last year
Alternatives and similar repositories for machine_learning_linear_models
Users that are interested in machine_learning_linear_models are comparing it to the libraries listed below
Sorting:
- Neural Spike Train Analysis Toolbox for Matlab☆34Updated 7 years ago
- ☆25Updated 4 years ago
- Database for experimental neuroscience laboratories☆47Updated last week
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆82Updated 9 months ago
- Python implementation of spike distance metrics☆74Updated 9 months ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆39Updated 2 months ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆49Updated 8 months ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆48Updated last year
- NWB Explorer is a web application to visualise and analyse the content of NWB:N 2 files☆24Updated this week
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆98Updated this week
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆72Updated 3 months ago
- Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data☆53Updated 3 months ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- IBL core shared libraries☆63Updated this week
- ☆52Updated 3 months ago
- Deconvolution of calcium imaging data☆95Updated 4 months ago
- IaC codebase for the NeuroCAAS Platform☆37Updated last year
- Curate, visualize, annotate, and share your behavioral ephys data using Python☆33Updated last year
- A class for using ML algorithms for spike prediction☆60Updated 7 years ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆59Updated this week
- Python-based module with spike sorter wrappers and a simple API for running them.☆20Updated 3 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- Programs for Information Topology Data Analysis☆12Updated 4 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆52Updated 3 months ago
- Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data☆129Updated 3 weeks ago
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 2 months ago
- ☆52Updated 2 years ago