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Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

Jupyter Notebook 183 35 Updated Feb 7, 2023

Deep learning-based multimodal integration of histology and genomics to improves cancer origin prediction

Python 17 2 Updated Mar 28, 2023

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

Python 1,073 351 Updated Jul 31, 2024

Scripts for the PH525x: Data Analysis for Genomics

R 1 Updated Apr 17, 2014

A pan-cancer platform for mutation prediction from routine histology

MATLAB 67 17 Updated May 23, 2021

Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models

Python 87 14 Updated Aug 13, 2023

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

Python 657 79 Updated Apr 15, 2022

Simple implementation of OpenAI CLIP model in PyTorch.

Jupyter Notebook 624 92 Updated Apr 17, 2024

This repository contains demos I made with the Transformers library by HuggingFace.

Jupyter Notebook 9,207 1,417 Updated Aug 8, 2024

Everything about Transfer Learning and Domain Adaptation--迁移学习

Python 1 1 Updated Sep 26, 2018

Practical Full-Stack Machine Learning

Jupyter Notebook 682 471 Updated Mar 29, 2023

The files and scripts included in the creation of my Northwind Dashbaord

TSQL 26 2 Updated Feb 13, 2023

Here I solve the Preppin Data Challenges using SQL

Python 3 Updated Oct 18, 2023

CPEM: Accurate cancer type classification based on somatic alterations using an ensemble of random forests and a deep neural network

Python 2 2 Updated Jul 7, 2021

Hello Data Enthusiast! I will be updating my 100-day Journey here along with detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory wi…

Jupyter Notebook 202 73 Updated Nov 29, 2023

An opinionated list of awesome Python frameworks, libraries, software and resources.

Python 221,144 24,845 Updated Aug 11, 2024

😎 A curated list of awesome MLOps tools

Python 4,008 562 Updated Sep 23, 2024
Jupyter Notebook 5,947 995 Updated Sep 22, 2024

A curated list of data science educational resources for essential data science skills

459 107 Updated Dec 6, 2023

Jupyter metapackage for installation, docs and chat

Python 14,889 4,087 Updated Sep 26, 2024