flawnson
Machine learning developer and full stack developer building the stuff of dreams and the ideas of tomorrow :)
Cool things IncToronto, Canada
Pinned Repositories
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.
Generic_GNN
A generic GNN pipeline with DGL
Graph_convolutional_NN_molecule_maker
A Graph Neural Network (Geometric machine learning) for molecular generation
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.
NN-Solubility-predictor
A neural network model that predicts the solubility of a given molecule in room temperature water.
Ouroboros
Introverted NNs
flawnson's Repositories
flawnson/Graph_convolutional_NN_molecule_maker
A Graph Neural Network (Geometric machine learning) for molecular generation
flawnson/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.
flawnson/Carbon_Molecule_Autoencoder-master
A Carbon molecule autoencoder neural network
flawnson/Molecule_generating_RNN
An RNN trained on a dataset of molecular SMILES to generate novel molecules.
flawnson/NN-Solubility-predictor
A neural network model that predicts the solubility of a given molecule in room temperature water.
flawnson/NN_Charge_Classifier-master
flawnson/scripts_n_snippits
Scripts, utilities, and bites of code used to practice, learn, and keeping/enhancing productivity
flawnson/Simple_Perceptron
A simple perceptron I built
flawnson/Atomic_coordinates-energy_NNPs
A repo for the code developed for extracting atomic coordinates and energies to train atomic NNs and neural network potentials.
flawnson/dotfiles
Dotfiles and config stored in my user directory.
flawnson/Generic_GNN
A generic GNN pipeline with DGL
flawnson/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.
flawnson/Medai_NN_CNN_Emotion_Classifier
Project Medai, our CNN for emotional classification submission for Starterhacks 2019 with Grace, WIllson, Harrison, and Franklin
flawnson/Multivariate_modular_metabolic_network_predictor
A neural network capable of taking any of the given 29 datasets as input data and label
flawnson/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
flawnson/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.
flawnson/Ouroboros
Introverted NNs
flawnson/Portfolio_Website
Repo for website and blog
flawnson/AA_VAE
Amino-acid Variational Autoencoder
flawnson/Fulcrum-Gateway
The backend API (Fulcrum) and frontend UI (Gateway) for the queue app.
flawnson/flawnson
Hello there!
flawnson/flawnson.github.io
My Jekyll blog
flawnson/foundry