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plin1112's Projects

schnetpack icon schnetpack

SchNetPack - Deep Neural Networks for Atomistic Systems

schnorb icon schnorb

Unifying machine learning and quantum chemistry with a deep neural network for molecular wavefunctions

scikit-spectra icon scikit-spectra

Python pandas-based toolkit for explorative spectroscopy, in particular UVVis spectroscopic data.

sgdml icon sgdml

Reference implementation of the Symmetric Gradient Domain Machine Learning model

simplerspec icon simplerspec

R package that streamlines spectral data processing and modeling for spectroscopy applications

simply icon simply

Kinetic Monte Carlo simulator for polymerization reactions

sire icon sire

Sire Molecular Simulations Framework

smilite icon smilite

A Python module to retrieve and compare SMILE strings of chemical compounds from the free ZINC online database

snap icon snap

Repository for SNAP model development

spc icon spc

Module for reading, exploring and converting *.spc spectroscopic binary data in Python.

spectralmachine icon spectralmachine

Machine learning software for rapid analysis of scientific spectra.

starnet icon starnet

Stellar spectra features with machine learning

steps icon steps

Public release repository for STochastic Engine of Pathway Simulation (STEPS)

stock-selection-a-framework icon stock-selection-a-framework

This project demonstrates how to apply machine learning algorithms to distinguish "good" stocks from the "bad" stocks.

stockprediction icon stockprediction

Data and code of my Medium story on stock prediction with TensorFlow

structure_factor_fft icon structure_factor_fft

This code computes structure factors using the PME approach. Either the electron density structure factor can be computed for X-ray scattering (uses form factors), or the total charge density can be computed (uses input force field charges) to evaluate sum rules

styleguide icon styleguide

Style guides for Google-originated open-source projects

supercell icon supercell

The program allows you to create regular structure supercell from cif file with partial occupancy and/or substitutions.

tamkin icon tamkin

TAMkin is a post-processing toolkit for thermochemistry and kinetics analysis.

teachopencadd icon teachopencadd

TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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