RyanWangZf/PAC-Bayes-IB

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RyanWangZf/PAC-Bayes-IB

RyanWangZf

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Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.

MedCLIP

EMNLP'22 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts

transtab

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

PyTrial

PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development

Influence_Subsampling

Official Implementation of Unweighted Data Subsampling via Influence Function - AAAI 2020

BioBridge

ICLR'24 | BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs

Jupyter Notebook

Hurst-exponent-R-S-analysis-

Calculates the Hurst exponent of a time series based on Rescaled range (R/S) analysis.

SurvTRACE

SurvTRACE: Transformers for Survival Analysis with Competing Events

CVIB-Rec

Official Implementation of Information Theoretic Counterfactual Learning from Missing Not At Random Feedback. NeurIPS 2020.

PromptEHR

EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning

Trial2Vec

Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision

MediTab

The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"

Jupyter Notebook

SDSIT

Seminar in Data Science and Information Technology (SDSIT) given by Prof. Laurent El Ghaoui, in Summer, 2020.

StockPricePrediction

A demo of stockprice prediction & arbitrage trading.

HGNN_EHR

Uncertainty-Curriculum-Learning

Official Implementation of Uncertainty-guided Curriculum Learning via Infinitesimal Jackknife.

Jupyter Notebook

CUDA_Tutorial

My CUDA C practices while learning the CUDA C Programming Introduction.

construction-site-segmentation

An open dataset for semantic segmentation on construction site, released by the paper: "Deep Semantic Segmentation for Visual Understanding on Construction Sites".

B.S._Graduate_Project

My B.E. graduate project codes.

tf-FFM

Tensorflow based field-aware factorization machine, FFM.

Face_Recognition

A demo on face detection, classification and verification via tensorflow.

tf-deepFM

A deep factorization machine (deepFM) implemented via Tensorflow.

QuantStrategy

Several tools & backtest samples being implemented in Financial Engineering.

ILSVRC2015_VID_operation

How to use ILSVRC2015 video data for object tracking train and test.

My_Leetcode_Solution

Leetcode Practices.

Quant_Investment_Course

Introduction to the Statistical Arbitrage investment.

Learning_from_data

The homework of the course Learning From Data taught by Prof.HUANG in Tsinghua-Berkeley Shenzhen Institute(TBSI).