giulianogiari

giulianogiari's Stars

• Eden-Kramer-Lab/spectral_connectivity

  Frequency domain estimation and functional and directed connectivity analysis tools for electrophysiological data

  Language:Python12344

• facebookresearch/brainmagick

  Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.

  Language:Python40662

• christianbrodbeck/Eelbrain

  Language:Python6927

• esi-neuroscience/syncopy

  Systems Neuroscience Computing in Python: user-friendly analysis of large-scale electrophysiology data

  Language:Python4814

• circstat/pycircstat

  Toolbox for circular statistics with Python

  Language:Python16042

• mullerlab/generalized-phase

  Language:MATLAB154

• mackelab/smc_rnns

  Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals

  Language:Jupyter Notebook122

• DynamicsAndNeuralSystems/catch22

  catch22: CAnonical Time-series CHaracteristics

  Language:C36469

• PridaLab/rippl-AI

  A open toolbox of several machine learning approaches for sharp-wave ripple detection

  Language:PureBasic264

• Liesefeld/latency

  A function to extract various kinds of latency estimates from MEG/EEG data

  Language:MATLAB54

• mini-pw/2023Z-DataVisualizationTechniques

  📊 Data Visualization Techniques course for DS studies in Winter 2022/23

  Language:HTML4949

• mwaskom/seaborn

  Statistical data visualization in Python

  Language:Python12.5k1.9k

• Atcold/NYU-DLSP21

  NYU Deep Learning Spring 2021

  Language:Jupyter Notebook1.6k277

• jkosciessa/eBOSC_py

  extended Better Oscillation Detection method, implemented in python

  Language:Python51

• openlists/ElectrophysiologySoftware

  A list of openly available software tools for (mostly human) electrophysiology.

  10320

• EtienneCmb/tensorpac

  Phase-Amplitude Coupling under Python

  Language:Python9326

• DynamicsAndNeuralSystems/pyspi

  Comparative analysis of pairwise interactions in multivariate time series.

  Language:Python20627

• psychoinformatics-de/remodnav

  Robust Eye Movement Detection for Natural Viewing

  Language:Python6116

• oist/BrainComputation

  Brain Computation: A Hands-on Guidebook

  Language:Jupyter Notebook2

• probml/dynamax

  State Space Models library in JAX

  Language:Python68880

• summerfieldlab/saccades

  Train dual-stream recurrent neural networks to count the number of items in a visual array

  Language:Python31

• CMU-Perceptual-Computing-Lab/openpose

  OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

  Language:C++31.2k7.9k

• vidaurre/glhmm

  Language:Python3310

• iver56/audiomentations

  A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

  Language:Python1.9k190

• asteroid-team/torch-audiomentations

  Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

  Language:Python95087

• chroma-core/chroma

  the AI-native open-source embedding database

  Language:Rust15.2k1.3k

• Zak-Hussain/LLM4BeSci_GSERM2024

  The course introduces the use of open-source large language models (LLMs) from the Hugging Face ecosystem for research in the behavioral and social sciences.

  Language:Jupyter Notebook448

• princeton-nlp/SWE-agent

  [NeurIPS 2024] SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges.

  Language:Python13.6k1.4k

• RobertRosenbaum/ModelingNeuralCircuits

  Code to accompany the textbook "Modeling Neural Circuits Made Simple"

  Language:Jupyter Notebook13942

• snastase/encling-tutorial

  Predicting brain activity from word embeddings during natural language comprehension

  Language:Jupyter Notebook18