futianfan

followers

following

stars

Rensselaer Polytechnic Institute (RPI)

futianfan.github.io

Tianfan Fu's starred repositories

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Language:PythonBSD-2-Clause8411 143 334

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

Language:PythonAGPL-3.08209 282 22

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)

Language:PythonBSD-2-Clause1295 16 60

ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

Language:PythonBSD-2-Clause845 16 19

AIRS

Artificial Intelligence Research for Science (AIRS)

Language:PythonGPL-3.0487 17 14

folding_tools

A collection of *fold* tools

pytod

TOD: GPU-accelerated Outlier Detection via Tensor Operations

Language:PythonBSD-2-Clause173 10 7

mol_opt

Language:PythonMIT171 8 11

GraphMVP

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

Language:PythonMIT155 5 21

WSAD

A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)

Language:PythonMIT150 3 1

clinical-trial-outcome-prediction

benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

Language:Python100 2 12

AI4Science101

AI for Science

Language:Python83 9 1

SynNet

Language:PythonMIT78 4 15

awesome-molecule-text

Papers about Molecular Machine Learning (MoML) given its human language textual description

GraphGT

Language:Python59 2 5

DMCG

Language:Python45 2 5

MIMOSA

MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization (AAAI 21')

Language:Python25 10

GenoCraft

GenoCraft: A Comprehensive, User-Friendly Web Platform for High-Throughput Omics Data Analysis and Visualization (https://arxiv.org/pdf/2312.14249)

Language:SCSS14 20

mol-opt

Mol-Opt: a toolbox for molecular design

Language:PythonApache-2.09 20

Uncertainty-Quantification-on-Clinical-Trial-Outcome-Prediction

The official repo for paper: Uncertainty Quantification and Interpretability for Clinical Trial Approval Prediction by Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem, Tianfan Fu

Language:Python600

BioChemGNN

Language:Python5 30

ml4drug-book.github.io

Language:SCSS3 30

substrate_scope_contrastive_learning

Language:Jupyter NotebookApache-2.03 20

Clinical

Language:Jupyter Notebook200

drGAT

Language:Jupyter NotebookMIT2 30

data_process

TDC Data Processing Tracker

Language:Python2 40

FlexMol

Language:Jupyter NotebookNOASSERTION200

COT

Language:Jupyter NotebookMIT100

DDN

Differential Dependency Network

Language:PythonMIT100