Discover @yala Open Source projects

Adam Yala (@yala)

yala

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Registered about 11 years ago
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Location 🇺🇸 United States
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introdeeplearning

Mirai

This repository was used to develop Mirai, the risk model described in: Towards Robust Mammography-Based Models for Breast Cancer Risk.

text_nn

Text classification models. Used a submodule for other projects.

Jupyter Notebook

OncoServe_Public

Sharing Deep Learning Models for Breast Cancer Risk

OncoNet_Public

Developing Deep Learning Models for Mammography

Tempo

Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"

OncoText

OncoText is an information extraction service for breast pathology reports. It supports over 20 categories including DCIS, includes pretrained models, and supports flexible addition of new categories, new training data, and parsing new reports.

NeuraCrypt

MLCodeLab

This a working tutorial repository to teach some Machine Learning Basics.

OncoData_Public

Python wrappers for dicom conversion.

pytorch-example

Example of setup of a pytorch project

deeplearning_bootcamp

NeuraCrypt-Challenge

Challenge dataset for NeuraCrypt

deeplearning_bootcamp_2020

Jupyter Notebook

introML_chem

yalio

Repo for personal website

Cornerstone200A

This repository hosts the class projects for CPH 200A, a course offered at UC Berkeley and UCSF in Fall 2023.