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John Barsotti's Projects

alibi icon alibi

Algorithms for explaining machine learning models

alibi-detect icon alibi-detect

Algorithms for outlier, adversarial and drift detection

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

antropy icon antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

async-pubmed-scraper icon async-pubmed-scraper

PubMed scraper for async search on a list of keywords and concurrent extraction of all found URLs, returning a DataFrame/CSV containing all article data (title, abstract, authors, affiliations, etc)

auto_viml icon auto_viml

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

autoalbument icon autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

autoeda-resources icon autoeda-resources

A list of software and papers related to automatic and fast Exploratory Data Analysis

autoviz icon autoviz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

bayesboost icon bayesboost

Bayesian Optimization using xgboost and sklearn API

bcit icon bcit

The following repository contains files to the Bayesian Causal Inference Toolbox.

bert icon bert

TensorFlow code and pre-trained models for BERT

bids2nda icon bids2nda

A conversion tool for creating NDA compatible metadata representation from BIDS datasets.

biobert icon biobert

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

biobert-pretrained icon biobert-pretrained

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

bkmr icon bkmr

Bayesian kernel machine regression

bloatectomy icon bloatectomy

A python package for removing duplicate text in clinical notes or other documents

bnlearn icon bnlearn

Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

bokeh icon bokeh

Interactive Data Visualization in the browser, from Python

boruta-shap icon boruta-shap

A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.

boruta_py icon boruta_py

Python implementations of the Boruta all-relevant feature selection method.

brainager icon brainager

Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R

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