ChongChul Chai (ccchai1)

ccchai1

Geek Repo

Company:PharosiBio

Location:Seoul

Home Page:http://www.pharosibio.com

Twitter:@ccchai

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ChongChul Chai's starred repositories

Drug-Repurposing-in-KNIME

An Integrative Drug Repurposing Pipeline using KNIME and Programmatic Data Access: A case study on COVID-19 Data

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Drug-Repurposing-in-KNIME

An Integrative Drug Repurposing Pipeline using KNIME and Programmatic Data Access: A case study on COVID-19 Data

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tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

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demeter2

Inference of gene dependency from RNAi screening datasets.

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NetPEA

Re-implementation of Network-Based Pathway Enrichment Analysis

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PathDSP

Explainable Drug Sensitivity Prediction through Cancer Pathway Enrichment Scores

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google-research

Google Research

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g2g_optimization

graph-to-graph translation using hierarchical graph structure with iterations

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hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

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gpusimilarity

A Cuda/Thrust implementation of fingerprint similarity searching

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PyBioMed

machine learning, molecular descriptor

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ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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ORGANIC

Code repo for optimizing distributions of molecules.

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rec-system-for-drug-response

Interpretable deep recommender system model for prediction of kinase inhibitor efficacy across cancer cell lines

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qiskit-optimization

Quantum Optimization

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qiskit-tutorials

A collection of Jupyter notebooks showing how to use the Qiskit SDK

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chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

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ligdream

Novel molecules from a reference shape!

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FastJTNNpy3

AI for discovering 100% valid drug like molecules, a combination of VAE-JTNN and bayesian optimization, an optimized Python 3 Version of Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

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ligdream

Novel molecules from a reference shape!

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SelfOrganizingMap-SOM

Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.

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quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

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