gdelfe

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

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.

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.

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

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

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

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

gdelfe/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.

gdelfe/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.

gdelfe/Network-of-Networks-Percolation

Network of Networks construction via percolation procedure

gdelfe/AI-for-Trading

Udacity nanodegree: AI for Trading

gdelfe/artificial-intelligence-for-trading

Content for Udacity's AI in Trading NanoDegree.

gdelfe/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

gdelfe/Collective-Influence-in-Networks

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

gdelfe/coursera-machine-learning-solutions-python

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

gdelfe/deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

gdelfe/deep-learning-v2-pytorch

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

gdelfe/Deep_Learning_classification_of_brain_modulators

Application of deep learning tools to identify modulators in brain networks

gdelfe/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.

gdelfe/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

gdelfe/dlaicourse

Notebooks for learning deep learning

gdelfe/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

gdelfe/DS-GA-1003-SPRING-2020-PUBLIC

Machine Learning (DS-GA 1003)

gdelfe/fMRI-preprocessing-Bash-scripts

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

gdelfe/Functional-network-construction-from-fMRI-signals

Construction of functional network from fMRI tasked-based data

gdelfe/GML2023

Graph Machine Learning course, Xavier Bresson, 2023

gdelfe/LFP_firefly

LFP analyses for the FF task.

gdelfe/merge-conflicts

gdelfe/Natural-Language-Processing-Specialization

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

gdelfe/nd1309-work-code

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

gdelfe/pydata-book

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

gdelfe/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

gdelfe/pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

gdelfe/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

gdelfe/speech-arrest-study

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

gdelfe/tutorials

PyTorch tutorials.