yala Goto Github PK

6883hw3

albumentations

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

deeplearning_bootcamp

deeplearning_bootcamp_2020

detectron

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

eatsy

This is the repo for the Eatsy WebApp

grpc

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

inferprogram

introdeeplearning

introml_chem

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.

mirai

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

mkscc

MSKCC analysis

mlcodelab

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

neuracrypt

neuracrypt-challenge

Challenge dataset for NeuraCrypt

notebook

Jupyter Interactive Notebook

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.

pytorch-example

Example of setup of a pytorch project

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sequence_gan

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

tempo

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

text_nn

Text classification models. Used a submodule for other projects.

yalio

Repo for personal website