emanuele

git-annex_tutorial

A tutorial for using git-annex to shared large datasets and code within the Lab.

minibatch_kmeans

Mini-batch K-means algorithm.

DSPFP

This is a Python implementation of the Doubly Stochastic Projected Fixed Point (DSPFP) algorithm for solving the Quadratic Assignment Problem / Graph Matching..

flowgorithm_linux

Installation instruction to use FlowGoRithm on Linux / Ubuntu 20.04

inference_with_classifiers

This repository collects code that implements algorithms for making inferential statements from classifiers.

Bayes_factor_multiclass

fastCBPTST

Fast Cluster-Based Permutation Two-Sample Test (CBPTST) in Python.

euclidean_embeddings

Scalable Euclidean embeddings for large datasets.

fractal_dimension

Investigation on the fractal dimension of segmented white matter bundles.

load_trk

A fast loader for TRK (Trackvis) files.

deep-learning-pytorch

Deep Learning with PyTorch

emanuele.github.io

measure_peaks

Measure the mole fractions a sample with respect to standards using HPLC.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml4nida

ML4NIDA materials

numba_auction

Numba implementation of Auction Algorithm for solving linear assignment problem (LAP)

numerai-benchmark

Python Code used in publications, for archival purposes only

ohbm2020_bayesian

How do we test our hypotheses? A Bayesian approach. OHBM2020 Education course.

rbr

Random Bits Regression

research

Public code & notebooks accompanying our blog posts & YouTube tutorials (https://www.youtube.com/c/PyMCLabs)

river

🌊 Online machine learning in Python

sony_camera_api

sony camera remote api

sparse_large_lap

Some tests with very large sparse LAP problems.

sslap

Auction Algorithm for Sparse Linear Assignment Problems

test_caching

Some test using caching systems

test_codespaces

Just to test codespaces.

thor-public

AutoML tools for solving Time-Varying High-Dimensional Ordinal Regression Problems

tokenwiser

Bag of, not words, but tricks!

torchsort

Fast, differentiable sorting and ranking in PyTorch

visual_imagination_data

MEG data about visual imagination. See https://www.kaggle.com/emanuele/visual-imagination-with-meg