wilsonjr

reducer of dimensions, phd in computer science

Nomic AIBrazil

Pinned Repositories

ClusterShapley
Explaining dimensionality results using SHAP values
Language:Jupyter Notebook51 4 13
DEMaP
Denoised Embedding Manifold Preservation
Language:Python1 1 00
humap
Hierarchical Uniform Manifold Approximation and Projection
Language:Jupyter Notebook211 5 48
OverlapRemoval
Removing overlap among visual markers in 2D.
Language:Java1 2 10
SADIRE
Language:Python2 2 01
SHAP_FSelection
Using SHAP values as feature selection mechanism
Language:Python17 2 14
SwarmExplainer
Model-agnostic explanations based on visualization of feature perturbations
Language:Jupyter Notebook1 2 00
swcv
Semantics-Preserving Word Cloud Representation
Language:Java1 2 00

wilsonjr's Repositories

wilsonjr/humap
Hierarchical Uniform Manifold Approximation and Projection
Language:Jupyter Notebook211 5 48
wilsonjr/ClusterShapley
Explaining dimensionality results using SHAP values
Language:Jupyter Notebook51 4 13
wilsonjr/SHAP_FSelection
Using SHAP values as feature selection mechanism
Language:Python17 2 14
wilsonjr/SADIRE
Language:Python2 2 01
wilsonjr/DEMaP
Denoised Embedding Manifold Preservation
Language:Python1 1 00
wilsonjr/OverlapRemoval
Removing overlap among visual markers in 2D.
Language:Java1 2 10
wilsonjr/SwarmExplainer
Model-agnostic explanations based on visualization of feature perturbations
Language:Jupyter Notebook1 2 00
wilsonjr/AI-for-Medicine
Notebooks from DeepLearning.AI's AI for Medicine course
Language:Jupyter Notebook2 01
wilsonjr/alpertopia
Jekyll-driven homepage
Language:CSS1 0
wilsonjr/assin
Supporting code for the paper "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".
Language:Jupyter Notebook1 0
wilsonjr/ccpca
ccPCA: PCA for contrasting clusters.
Language:Jupyter Notebook1 0
wilsonjr/cloudml-samples
Cloud ML Engine is now a part of AI Platform
Language:Python1 0
wilsonjr/contrastive
Contrastive PCA
Language:Jupyter Notebook1 0
wilsonjr/FINGER
Language:C++0 0
wilsonjr/hagrid-java
This is a Java implementation for the Hagrid technique
Language:Java1 0
wilsonjr/humap-feedstock
A conda-smithy repository for humap.
0 0
wilsonjr/lime
Lime: Explaining the predictions of any machine learning classifier
Language:JavaScript1 0
wilsonjr/MachineLearningFromScratch
Implementation of a few machine learning algorithms.
Language:Jupyter Notebook2 01
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
Language:Python1 0
wilsonjr/portfolio
Projects mainly related to Machine Learning, XAI, and Visualization
Language:Jupyter Notebook2 0
wilsonjr/shap
A game theoretic approach to explain the output of any machine learning model.
Language:Jupyter Notebook1 0
wilsonjr/ShaRP
Repository for code and artifacts for the paper ShaRP: Shape-Regularized Multidimensional Projections.
Language:Jupyter Notebook0 0
wilsonjr/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
Language:Python0 0
wilsonjr/Tensorflow-Developer
Notebooks from DeepLearning.AI's TensorFlow Developer course
Language:Jupyter Notebook2 0
wilsonjr/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Language:Jupyter Notebook1 0
wilsonjr/tSNE_vs_UMAP_GlobalStructure
Here we address the global structure preservation by tSNE and UMAP
Language:HTML1 0
wilsonjr/umap
Uniform Manifold Approximation and Projection
Language:Python1 0
wilsonjr/UnsupervisedSentenceEmbeddings
Repository for experiments using Unsupervised Sentence Embeddings
Language:Jupyter Notebook2 0
wilsonjr/wilsonjr.github.io
A beautiful Jekyll theme for academics
Language:CSS1 0