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Mao Jiashun's Projects

simple_hmm icon simple_hmm

a simple hidden Markov model in python for tagging POS, segmentation and named entity recognition.

simupkgs icon simupkgs

simu_pkg is program that i write in my spare time mainly focus on simulating some simple things such as XRD and molecular dynamics and so on if possible in the future.

sklearn-expertsys icon sklearn-expertsys

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

slidr icon slidr

An R package for identification of synthetic lethal partners for mutations from large perturbation screens.

smac3 icon smac3

Sequential Model-based Algorithm Configuration

smallgenomeutilities icon smallgenomeutilities

smallgenomeutilities is a collection of Python scripts to convert alignments between different reference genomes.

smgr icon smgr

SMGR: a joint statistical method for integrative analysis of single-cell multi-omics data

smiles-rnn icon smiles-rnn

Repository for SMILES-based RNNs for reinforcement learning-based de novo molecule generation

smiles-transformer icon smiles-transformer

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

snap icon snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

solvationcalc icon solvationcalc

[WIP] A re-write of the solvation energy calculator ChemSol that uses the Langevin Dipole model.

som icon som

Self organizing Kohonen map in Python with periodic boundary conditions

sonnet icon sonnet

TensorFlow-based neural network library

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