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changzhijiang's Projects

2021-cvpr-completer icon 2021-cvpr-completer

PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)

3d-pgt icon 3d-pgt

KDD-23 Automated 3D Pre-Training for Molecular Property Prediction

3dlinker icon 3dlinker

An E(3) Equivariant Variational Autoencoder for Molecular Linker Design

bine icon bine

BiNE: Bipartite Network Embedding

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model

cddd icon cddd

Implementation of the Paper "Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations" by Robin Winter, Floriane Montanari, Frank Noe and Djork-Arne Clevert.

chembo icon chembo

Bayesian optimization framework for organic molecules with synthesizable recommendations

chemical_vae icon chemical_vae

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

chroma icon chroma

A generative model for programmable protein design

core icon core

CORE: Automatic Molecule Optimization using Copy & Refine Strategy (AAAI 2020)

cress icon cress

Cross-model Retrieval between 13C NMR Spectrum and Structure

cvae-gan-zoos-pytorch-beginner icon cvae-gan-zoos-pytorch-beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

ddim icon ddim

Denoising Diffusion Implicit Models

deep-drug-coder icon deep-drug-coder

A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.

deepei icon deepei

Predicting molecular fingerprint from electron−ionization mass spectrum with deep neural networks

deepnovov2 icon deepnovov2

Pytorch implementation of DeepNovoV2, a state-of-the-art de novo peptide sequencing model.

deeppurpose icon deeppurpose

A Drug-Target Interaction Prediction Toolkit with State-of-the-Art Deep Learning Methods and its Applications in Drug Repurposing and Virtual Screening

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