flawnson Goto Github PK

aa_vae

Amino-acid Variational Autoencoder

atomic_coordinates-energy_nnps

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

carbon_molecule_autoencoder-master

A Carbon molecule autoencoder neural network

dotfiles

Dotfiles and config stored in my user directory.

flawnson

Hello there!

flawnson.github.io

My Jekyll blog

foundry

fulcrum-gateway

The backend API (Fulcrum) and frontend UI (Gateway) for the queue app.

generic_gnn

A generic GNN pipeline with DGL

graph_convolutional_nn_molecule_maker

A Graph Neural Network (Geometric machine learning) for molecular generation

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.

medai_nn_cnn_emotion_classifier

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

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.

molecule_generating_rnn

An RNN trained on a dataset of molecular SMILES to generate novel molecules.

multivariate_modular_metabolic_network_predictor

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

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

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.

nn-solubility-predictor

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

nn_charge_classifier-master

ouroboros

Introverted NNs

portfolio_website

Repo for website and blog

scripts_n_snippits

Scripts, utilities, and bites of code used to practice, learn, and keeping/enhancing productivity

simple_perceptron

A simple perceptron I built