176 Open source projects that are alternatives of or similar to twpca

Federated Principal Component Analysis Revisited!

In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.

Inner ear models for Python

EntroPy: complexity of time-series in Python (DEPRECATED)

Real-time position tracker for behavioral research

Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments

Parameterizing neural power spectra into periodic & aperiodic components.

A publicly-editable collection of open science resources, including tools, datasets, meta-resources, etc.

a python based software for visualization of neuroanatomical and morphological data.

The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

A curated list of awesome neuroscience libraries, software and any content related to the domain.

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

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Core tools required for running Canlab Matlab toolboxes. The heart of this toolbox is object-oriented tools that enable interactive analysis of neuroimaging data and simple scripts using high-level commands tailored to neuroimaging analysis.

Generate custom Docker and Singularity images, and minimize existing containers

Nengo interactive visualizer

Fast spike sorting with drift correction for up to a thousand channels

Fast and scalable spike sorting in python

Visualizer for large-scale and interactive ray-tracing of neurons

For running psychology and neuroscience experiments

Collaborative Annotation Toolkit for Massive Amounts of Image Data

ONI-compatible hardware, firmware, and host APIs for advanced neuroscience experiments.

Distributed, Versioned, Image-oriented Dataservice

Brian is a free, open source simulator for spiking neural networks.

python implementations of Analyzing Neural Time Series Textbook

dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

MNE-CPP: A Framework for Electrophysiology

A Collection Python EEG (+ ECG) Analysis Utilities for OpenBCI and Muse

Connectome Workbench

CS198-96: Intro to Neurotechnology @ UC Berkeley

EPFL summaries & cheatsheets over 5 years (computer science, communication systems, data science and computational neuroscience).

ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.

Biologically-realistic recurrent convolutional neural networks

Brain Imaging Analysis Kit

A fullstack javascript app for capturing and visualizing OpenBCI EEG data

cell detection in calcium imaging recordings

A multi-dimensional embedding algorithm

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

A Python interface for ABF files

Blue Brain Python Optimisation Library

PyTorch Connectomics: segmentation toolbox for EM connectomics

A toolbox for integrated information theory.

Temporal Network Tools

NEURON Simulator

A motor unit based model of skeletal muscle and fatigue

Brain Modeling Toolkit

Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities

Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.

Automated mouse atlas propagation

A list of schools and researchers in computational neuroscience

A Python library for creating and simulating large-scale brain models

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

The MATLAB toolbox for MEG, EEG and iEEG analysis

Graphical experiment builder for the social sciences

Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

An R package for experimental psychologists

Using Kaggle Data and Real World Data for Data Science and prediction in Python, R, Excel, Power BI, and Tableau.

A publicly-editable collection of open computational neuroscience resources

Mother of All BCI Benchmarks