topazape / LSTM_ChemLinks
Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
☆117Updated 2 years ago
Alternatives and similar repositories for LSTM_Chem
Users that are interested in LSTM_Chem are comparing it to the libraries listed below
Sorting:
- ☆138Updated 4 years ago
- Molecular Generation for Desired Transcriptome Changes with Adversarial Autoencoders☆53Updated 5 years ago
- Code for the paper: ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.☆113Updated 2 years ago
- An experimental repo for experimenting with PyTorch models☆36Updated 2 years ago
- Code for the paper "A Deep Generative Model for Fragment-Based Molecule Generation" (AISTATS 2020)☆67Updated 2 years ago
- Deep Reinforcement Learning for de-novo Drug Design☆362Updated 3 years ago
- Facilitates searching, screening, and organizing large chemical databases☆168Updated last year
- A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at Astr…☆186Updated 2 years ago
- ☆96Updated 5 years ago
- SMILES enumeration for QSAR modelling using LSTM recurrent neural networks☆243Updated 3 years ago
- Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology☆214Updated 2 years ago
- Moleculenet.ai Datasets And Splits☆103Updated 4 years ago
- Graph neural network (GNN) for molecular property prediction (3D structure)☆99Updated 4 years ago
- DEEPScreen: Virtual Screening with Deep Convolutional Neural Networks Using Compound Images☆113Updated last year
- Deep generative models of 3D grids for structure-based drug discovery☆231Updated 2 years ago
- Deep-learning models for Drug Discovery and Quantum Chemistry☆27Updated 8 years ago
- machine learning, molecular descriptor☆117Updated 2 years ago
- A convolutional neural network for classifying binding pockets based on spatial and chemical information extracted from the pockets.☆103Updated 4 years ago
- DeepMol: A Machine and Deep Learning Framework for Computational Chemistry☆158Updated last month
- MoleculeNet benchmark dataset & MolMapNet dataset☆63Updated 3 years ago
- Protein Secondary Structure predictor using Convolutional Neural Networks☆113Updated 2 years ago
- Baselines models for GuacaMol benchmarks☆141Updated last year
- An implementation of the Latent Gan as discribed in the publication [cite]☆63Updated 4 years ago
- A SMILES-based encoder-decoder architecture for molecular scaffold decoration☆81Updated 5 years ago
- Collection of data sets of molecules for a validation of properties inference☆108Updated 7 years ago
- Predicting protein structure through sequence modeling☆111Updated 5 years ago
- MoleculeKit: Your favorite molecule manipulation kit☆226Updated last month
- Fréchet ChemNet Distance: A quality measure for generative models for molecules☆84Updated last year
- Template-free prediction of organic reaction outcomes☆154Updated 5 years ago
- Retrosynthesis reaction prediction using Transformer sequence to sequence models and SMILES based data augmentation☆64Updated 5 years ago