gdelfe

Ketamine_effects_on_the_brain

Python and Matlab code for the pre-processing and signal processing of Neuropixel LFP signal and single cell analysis. Goal: study the effect of Ketamine in the HPC and PFC

Coherence_analysis_of_brain_causal_networks

Signal Processing analysis of sender-receiver causal brain networks and modulator sites reveals the mechanism behing brain communication and neuromodulation.

Machine-Learning-basics-course

This are some notes written by me and borrowed from others on git/the web for a course on Machine Learning that I creating to teach. Content created by others will always be credited.

Network-of-Networks-Percolation

Network of Networks construction via percolation procedure

AI-for-Trading

Udacity nanodegree: AI for Trading

artificial-intelligence-for-trading

Content for Udacity's AI in Trading NanoDegree.

Belief_Propagation-Message_Passing

Static Belief Propagation - Message Passing algorithms for the computation of the magnetization and correlation, at any temperature, in both the spin-glass and ferromagnetic Ising model

Collective-Influence-in-Networks

Codes to identify the nodes with the largest collective influence for both directed and undirected graphs

coursera-machine-learning-solutions-python

A repository with solutions to the assignments on Andrew Ng's machine learning MOOC on Coursera

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

Deep_Learning_classification_of_brain_modulators

Application of deep learning tools to identify modulators in brain networks

Deep_Learning_for_neural_decoding_of_spleep_awake_brain

Movement classification using Deep Learning on micro-EcoG monkeys' neural data. All the codes are easily extendable to sleep classification for the sleep data.

Deeplearning.ai-Natural-Language-Processing-Specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

dlaicourse

Notebooks for learning deep learning

Spin_dynamics_via_Dynamic-Message-Passing

Spin dynamics with Dynamic Message Passing algorithm, Monte Carlo Glauber dynamics, to compute the out-of-equilibrium magnetization and correlation of spin systems on networks

DS-GA-1003-SPRING-2020-PUBLIC

Machine Learning (DS-GA 1003)

fMRI-preprocessing-Bash-scripts

All the bash scripts for the brain fMRI pre-processing analysis of BOLD time series

Functional-network-construction-from-fMRI-signals

Construction of functional network from fMRI tasked-based data

GML2023

Graph Machine Learning course, Xavier Bresson, 2023

LFP_firefly

LFP analyses for the FF task.

merge-conflicts

Natural-Language-Processing-Specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

nd1309-work-code

Include for each Part in the ND Program the applications code.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Sensory_integration_in_navigation_task

Brain dynamic analysis of how sensory information is encoded into the brain to perform a navigation task in a virtual environment for non-human primates

speech-arrest-study

Functional brain network analysis of patients with brain tumor: prediction of speech impairment

tutorials

PyTorch tutorials.