leonbai Goto Github PK

2022-preserved-dynamics

2023: Preserved neural dynamics across animals performing similar behaviour

abcpmc

Approximate Bayesian Computation Population Monte Carlo

adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/

adversarial_images

anfis

Python implementation of an Adaptive neuro fuzzy inference system

associationlearning

Experimenting with Deep Learning modules (RBM and DBN) which learns association

autoencoder-mnist

Autoencoder that generates handwritten digit images after training against the MNIST dataset.

awesome_time_series_in_python

This curated list contains python packages for time series analysis

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

benchmark_rsfmri_prediction

Minimal scripts available for predictions on multiple datasets

bmm_attentional_cnn

A CNN with an attentional module that I built while attending the brains minds and machines summer course

brainspace

BrainSpace is an open-access toolbox that allows for the identification and analysis of gradients from neuroimaging and connectomics datasets | available in both Python and Matlab |

brew

🍺 The missing package manager for macOS

cae-in-harnessing-adversarial-examples

Convolutional Auto-Encoder

capcalc

Various programs for processing and displaying coactivation patterns in fMRI data

cifar-10-uncertainty

cleverhans

A library for benchmarking vulnerability to adversarial examples

cnnexprec

A convolutional neural network designed to recognize facial expressions in static images.

combatharmonization

Harmonization of multi-site imaging data with ComBat

commai-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

communities

Library for detecting and visualizing community structure in graphs

compact-bilinear-pooling-tf

Compact Bilinear Pooling (https://arxiv.org/abs/1511.06062) for TensorFlow

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

cortography

Utilities for brain atlas related tasks

cpm_tutorial

Python-based tutorial on Connectome-based Predictive Modeling (CPM), originally prepared for Georgetown Methods Lab.

dataset_preprocessing

preliminary script sharing folder for preprocessing face dataset

deep-pwning

Metasploit for machine learning.

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

deeptemporalclustering

Keras implementation of the Deep Temporal Clustering (DTC) model