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dongoknam's Projects

cdlib icon cdlib

Community Discovery Library

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

llm4mol icon llm4mol

A comprehensive repository dedicated to the collection and exploration of studies utilizing Large Language Models for molecular design, protein research, and material science.

multimodal_meta_learning_with_siamese_network icon multimodal_meta_learning_with_siamese_network

Multi-modal classifications of digits with image and audio modality. One shot learning with Siamese network is used to predict if the given input image-audio pair belongs to same class or not.

multippimi icon multippimi

a deep learning framework for predicting interactions between protein-protein interaction targets and modulators

prottrans icon prottrans

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

scgen icon scgen

Single cell perturbation prediction

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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