reymond-group/ML-PDGA-anticancer-peptides

Stars
3
Rank 3,963,521 (Top 79 %)
Language
Jupyter Notebook
Created about 3 years ago
Updated over 2 years ago

reymond-group/ML-PDGA-anticancer-peptides

reymond-group

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

smilesDrawer

A small, highly performant JavaScript component for parsing and drawing SMILES strings. Released under the MIT license.

tmap

A very fast visualization library for large, high-dimensional data sets.

map4

The MinHashed Atom Pair fingerprint of radius 2

mhfp

Molecular MHFP fingerprints for cheminformatics applications

faerun-python

A python module for generating interactive views of chemical spaces.

RAscore

Retrosynthetic Accessibility (RA) score learned from computer aided synthesis planning

drfp

An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.

Jupyter Notebook

CASP-and-dataset-performance

Source code and documentation of a computer assisted synthesis planning (CASP) tool used for the analysis of reaction datasets.

Jupyter Notebook

lore

WebGL engine for (big) data visualization.

MLpeptide

Machine Learning Designs Non-Hemolytic Antimicrobial Peptides

Jupyter Notebook

faerun

Web-based visualization of large, high-dimensional datasets.

OpenNMT-py

PeptideDesignGA

RingBreaker

Source code and documentation of a specialized computer assisted synthesis planning (CASP) tool used for the deconstruction of ring systems. The code does not support full tree search and is intended as supplementary material to the published paper.

virtual-reality-chemical-space

Visualizing chemical spaces in virtual reality.

GDBChEMBL

Score SMILES encoded structures for synthetic feasibility using ChEMBL compounds as reference

MultiStepRetrosynthesisTTL

Multi-Step Retrosynthesis Tool based on Augmented Disconnection Aware Triple Transformer Loop Predictions

webMolCS

Coconut-TMAP-SVM

MAP4-Chemical-Space-of-NPAtlas

The Natural Products Atlas in the MAP4 chemical space. Visualization and machine learning application

Jupyter Notebook

PDGA-MAP4_AP

pca

The tool chain to create colored maps for chemical spaces using incremental PCA and binning.

underdarkgo

Working in the underground to keep the data coming.

SimilaritySearch

mxfp_python

Open-source version of the MXFP fingerprint based on Python and the RDKit

LipidatedNPs

Jupyter Notebook

alchemical_pairs

GPT3_classifier

Jupyter Notebook