wilsonjr

humap

Hierarchical Uniform Manifold Approximation and Projection

ClusterShapley

Explaining dimensionality results using SHAP values

SHAP_FSelection

Using SHAP values as feature selection mechanism

SADIRE

DEMaP

Denoised Embedding Manifold Preservation

OverlapRemoval

Removing overlap among visual markers in 2D.

SwarmExplainer

Model-agnostic explanations based on visualization of feature perturbations

AI-for-Medicine

Notebooks from DeepLearning.AI's AI for Medicine course

alpertopia

Jekyll-driven homepage

assin

Supporting code for the paper "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".

ccpca

ccPCA: PCA for contrasting clusters.

cloudml-samples

Cloud ML Engine is now a part of AI Platform

contrastive

Contrastive PCA

FINGER

hagrid-java

This is a Java implementation for the Hagrid technique

humap-feedstock

A conda-smithy repository for humap.

lime

Lime: Explaining the predictions of any machine learning classifier

MachineLearningFromScratch

Implementation of a few machine learning algorithms.

PaCMAP

PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure

PLUE

Portuguese translation of the GLUE benchmark and Scitail dataset

portfolio

Projects mainly related to Machine Learning, XAI, and Visualization

shap

A game theoretic approach to explain the output of any machine learning model.

ShaRP

Repository for code and artifacts for the paper ShaRP: Shape-Regularized Multidimensional Projections.

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

Tensorflow-Developer

Notebooks from DeepLearning.AI's TensorFlow Developer course

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tSNE_vs_UMAP_GlobalStructure

Here we address the global structure preservation by tSNE and UMAP

umap

Uniform Manifold Approximation and Projection

UnsupervisedSentenceEmbeddings

Repository for experiments using Unsupervised Sentence Embeddings

wilsonjr.github.io

A beautiful Jekyll theme for academics