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General Synthesis's Projects

confgf icon confgf

Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).

coot-videotext icon coot-videotext

COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning

disco_diffusion_local icon disco_diffusion_local

Getting the latest versions of Disco Diffusion to work locally, instead of colab. Including how I run this on Windows, despite some Linux only dependencies ;)

gnn_for_ehr icon gnn_for_ehr

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

graphvite icon graphvite

GraphVite: A General and High-performance Graph Embedding System

nbfnet icon nbfnet

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

ray_tutorial icon ray_tutorial

An introductory tutorial about leveraging Ray core features for distributed patterns.

route-distances icon route-distances

Tools and routines to calculate distances between synthesis routes and to cluster them.

rxnmapper icon rxnmapper

RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).

torchdrug icon torchdrug

A powerful and flexible machine learning platform for drug discovery

torchdyn icon torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

xtec icon xtec

X-RAY diffraction data analysis

xyz2graph icon xyz2graph

Convert an xyz file into a molecular graph and create a 3D visualisation of the graph.

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