Flawnson Tong (@flawnson)
github

flawnson

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

Graph_convolutional_NN_molecule_maker

A Graph Neural Network (Geometric machine learning) for molecular generation
Python
20
star
2

Melting_point_predictor_NN_Regression

Project Molten is the precurssor to Project Deliquesces. The goal is to be able to predict the melting point of a given molecule. The model receives integerized SMILES strings labeled with the normalized melting point temperates.
Python
9
star
3

Carbon_Molecule_Autoencoder-master

A Carbon molecule autoencoder neural network
Python
7
star
4

NN-Solubility-predictor

A neural network model that predicts the solubility of a given molecule in room temperature water.
Python
6
star
5

Molecule_generating_RNN

An RNN trained on a dataset of molecular SMILES to generate novel molecules.
Python
3
star
6

NN_Charge_Classifier-master

Python
3
star
7

scripts_n_snippits

Scripts, utilities, and bites of code used to practice, learn, and keeping/enhancing productivity
Jupyter Notebook
2
star
8

Simple_Perceptron

A simple perceptron I built
Python
2
star
9

dotfiles

Dotfiles and config stored in my user directory.
Vim Script
1
star
10

Ouroboros

Introverted NNs
Python
1
star
11

Generic_GNN

A generic GNN pipeline with DGL
Python
1
star
12

light_fraction_computing_NN

Project Monochrome: Deltahacks project, an A.I capable of computing the fraction of light vs dark pixels in an image of irregular polygons.
Jupyter Notebook
1
star
13

Portfolio_Website

Repo for website and blog
HTML
1
star
14

Medai_NN_CNN_Emotion_Classifier

Project Medai, our CNN for emotional classification submission for Starterhacks 2019 with Grace, WIllson, Harrison, and Franklin
Python
1
star
15

Multivariate_modular_metabolic_network_predictor

A neural network capable of taking any of the given 29 datasets as input data and label
Python
1
star
16

Atomic_coordinates-energy_NNPs

A repo for the code developed for extracting atomic coordinates and energies to train atomic NNs and neural network potentials.
Python
1
star
17

Multivariate_molecular_weight-predictor_NN

A neural network project I built with Pytorch that receives multiple datapoints about a molecule and predicts said molecule's molecular weight
Python
1
star
18

Neutrino_detection_binary_classification_polymodel

A program that aggregates the classification results of a user specified number of machine learning models. The output is less prone to overfitting as it can balance out biased results.
Python
1
star