yala

introdeeplearning

Mirai

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

MLCodeLab

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

NeuraCrypt

OncoData_Public

Python wrappers for dicom conversion.

OncoNet_Public

Developing Deep Learning Models for Mammography

OncoServe_Public

Sharing Deep Learning Models for Breast Cancer Risk

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.

Tempo

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

text_nn

Text classification models. Used a submodule for other projects.

yala/introdeeplearning

yala/Mirai

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

yala/text_nn

Text classification models. Used a submodule for other projects.

yala/OncoServe_Public

Sharing Deep Learning Models for Breast Cancer Risk

yala/OncoNet_Public

Developing Deep Learning Models for Mammography

yala/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.

yala/Tempo

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

yala/NeuraCrypt

yala/MLCodeLab

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

yala/OncoData_Public

Python wrappers for dicom conversion.

yala/pytorch-example

Example of setup of a pytorch project

yala/deeplearning_bootcamp

yala/NeuraCrypt-Challenge

Challenge dataset for NeuraCrypt

yala/deeplearning_bootcamp_2020

yala/introML_chem

yala/sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

yala/yalio

Repo for personal website

yala/6883hw3

yala/albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/

yala/Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

yala/eatsy

This is the repo for the Eatsy WebApp

yala/grpc

The C based gRPC (C++, Node.js, Python, Ruby, Objective-C, PHP, C#)

yala/InferProgram

yala/lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

yala/mkscc

MSKCC analysis

yala/notebook

Jupyter Interactive Notebook

yala/SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient