Pinned Repositories
raw2logit
In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load data and run experiments. https://arxiv.org/abs/2211.02578
AI-Vengers
amazon-sagemaker-mlflow-fargate
Reference implementation of MLflow on AWS EC2 with Fagate, RDS and S3 artifact store
awesome-mlops
A curated list of references for MLOps
gen-seq-noise
inn
Detecting Failure Modes in Image Reconstructions with Interval Neural Network Uncertainty
non-iid-ssdl
A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
croissant
Croissant is a high-level format for machine learning datasets that brings together four rich layers.
luisoala's Repositories
luisoala/inn
Detecting Failure Modes in Image Reconstructions with Interval Neural Network Uncertainty
luisoala/non-iid-ssdl
A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
luisoala/AI-Vengers
luisoala/amazon-sagemaker-mlflow-fargate
Reference implementation of MLflow on AWS EC2 with Fagate, RDS and S3 artifact store
luisoala/awesome-mlops
A curated list of references for MLOps
luisoala/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
luisoala/cayman
Cayman is a Jekyll theme for GitHub Pages
luisoala/croissant
Croissant is a high-level format for machine learning datasets that combines metadata, resource file descriptions, data structure, and default ML semantics into a single file; it works with existing datasets to make them easier to find, use, and support with tools.
luisoala/croissant-universe-surfer
luisoala/data-centric-ai
Resources for Data Centric AI
luisoala/diffinfinite
DiffInfinite Official Code
luisoala/dmlr-style-file
luisoala/docsify
🃏 A magical documentation site generator.
luisoala/dotphoton-site
luisoala/lance
Alternative to Parquet. 100x faster for random access, automatic versioning, optimized for computer vision, bioinformatics, spatial and ML data. Apache Arrow and DuckDB compatible.
luisoala/lance-test
luisoala/luisoala.github.io
luisoala/MindEyeImagefMRI
Isolated CLIP encoders from MindEye
luisoala/ml4health.github.io
Website for ML 4 Health
luisoala/mlradar
This repo hosts the markdown content for the ml radar website based on Jekyll
luisoala/models
Models and examples built with TensorFlow
luisoala/monopohl
luisoala/openml.org
New OpenML website
luisoala/opticsdgp-demo
luisoala/raw2logit
In order to address camera hardware-drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing model, as well as scripts to load lada and run experiments. More information about the project at the below URL.
luisoala/recipes-examples
Example repo to kickstart integration with mlflow recipes.
luisoala/robustness
Corruption and Perturbation Robustness (ICLR 2019)
luisoala/site
A beautiful, simple, clean, and responsive Jekyll theme for academics
luisoala/tests
luisoala/tmlr-revision