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kingscolour's Projects

moflow icon moflow

MoFlow: an invertible flow model for generating molecular graphs

mol2vec icon mol2vec

Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures

molecular-graph-descriptors icon molecular-graph-descriptors

Codebase to accompany the paper A Look Inside the Black Box: Using Graph-Theoretical Descriptors to Interpret a Continuous-Filter Convolutional Neural Network (CF-CNN) trained on the Global and Local Minimum Energy Structures of Neutral Water Clusters.

molecular-vae icon molecular-vae

Implementation of the paper - Automatic chemical design using a data-driven continuous representation of molecules

molevol icon molevol

Source code for ICLR 2021 paper: "Molecule Optimization by Explainable Evolution"

molpal icon molpal

active learning for accelerated high-throughput virtual screening

molrep icon molrep

MolRep: A Deep Representation Learning Library for Molecular Property Prediction

mureq icon mureq

Single-file alternative to python-requests

neuraldecipher icon neuraldecipher

Implementation of the paper "Neuraldecipher - Reverse-engineering extended-connectivity fingerprints (ECFPs) to their molecular structures" by Tuan Le, Robin Winter, Frank Noé and Djork-Arné Clevert

nmr-ts icon nmr-ts

Molecule identifier from NMR spectrum using de novo molecule generator

nmrfit icon nmrfit

Quantitative NMR analysis through least-squares fit of spectroscopy data

profil3r icon profil3r

OSINT tool that allows you to find a person's accounts and emails + breached emails 🕵️

pyscf icon pyscf

Python module for quantum chemistry

rmg-py icon rmg-py

Python version of the amazing Reaction Mechanism Generator (RMG).

schnetpack icon schnetpack

SchNetPack - Deep Neural Networks for Atomistic Systems

stk icon stk

A Python library which allows construction and manipulation of complex molecules, as well as automatic molecular design and the creation of molecular databases.

thermo icon thermo

Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)

thetagang icon thetagang

ThetaGang is an IBKR bot for collecting money

torchdiffeq icon torchdiffeq

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

yq icon yq

yq is a portable command-line YAML, JSON, XML, CSV and properties processor

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