Pinned Repositories
ClusterShapley
Explaining dimensionality results using SHAP values
DEMaP
Denoised Embedding Manifold Preservation
humap
Hierarchical Uniform Manifold Approximation and Projection
OverlapRemoval
Removing overlap among visual markers in 2D.
SADIRE
SHAP_FSelection
Using SHAP values as feature selection mechanism
SwarmExplainer
Model-agnostic explanations based on visualization of feature perturbations
swcv
Semantics-Preserving Word Cloud Representation
wilsonjr's Repositories
wilsonjr/humap
Hierarchical Uniform Manifold Approximation and Projection
wilsonjr/ClusterShapley
Explaining dimensionality results using SHAP values
wilsonjr/SHAP_FSelection
Using SHAP values as feature selection mechanism
wilsonjr/OverlapRemoval
Removing overlap among visual markers in 2D.
wilsonjr/SADIRE
wilsonjr/DEMaP
Denoised Embedding Manifold Preservation
wilsonjr/SwarmExplainer
Model-agnostic explanations based on visualization of feature perturbations
wilsonjr/AI-for-Medicine
Notebooks from DeepLearning.AI's AI for Medicine course
wilsonjr/alpertopia
Jekyll-driven homepage
wilsonjr/assin
Supporting code for the paper "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".
wilsonjr/ccpca
ccPCA: PCA for contrasting clusters.
wilsonjr/cloudml-samples
Cloud ML Engine is now a part of AI Platform
wilsonjr/contrastive
Contrastive PCA
wilsonjr/FINGER
wilsonjr/hagrid-java
This is a Java implementation for the Hagrid technique
wilsonjr/humap-feedstock
A conda-smithy repository for humap.
wilsonjr/lime
Lime: Explaining the predictions of any machine learning classifier
wilsonjr/MachineLearningFromScratch
Implementation of a few machine learning algorithms.
wilsonjr/PaCMAP
PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure
wilsonjr/PLUE
Portuguese translation of the GLUE benchmark and Scitail dataset
wilsonjr/portfolio
Projects mainly related to Machine Learning, XAI, and Visualization
wilsonjr/shap
A game theoretic approach to explain the output of any machine learning model.
wilsonjr/ShaRP
Repository for code and artifacts for the paper ShaRP: Shape-Regularized Multidimensional Projections.
wilsonjr/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
wilsonjr/Tensorflow-Developer
Notebooks from DeepLearning.AI's TensorFlow Developer course
wilsonjr/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
wilsonjr/tSNE_vs_UMAP_GlobalStructure
Here we address the global structure preservation by tSNE and UMAP
wilsonjr/umap
Uniform Manifold Approximation and Projection
wilsonjr/UnsupervisedSentenceEmbeddings
Repository for experiments using Unsupervised Sentence Embeddings
wilsonjr/wilsonjr.github.io
A beautiful Jekyll theme for academics