gerard-ompad
Computational Statistics | Nonparametric Statistics | Tropical Medicine | BioChemical Engineering
Pinned Repositories
3D_Scaffold
3D-Scaffold Generator
AA_VAE
Amino-acid Variational Autoencoder
awesome-mlss
List of summer schools in machine learning + related fields across the globe
beta-lactamase
chem_tutorial
DATA_ANALYTICS
Discrete_Math_2
Discrete_Mathematics
Notes and Assignments for Discrete Mathematics I
ISGlobal_2023
Python Implementation of the R Codes in the Summer School
Linear_Algebra
Discrete III
gerard-ompad's Repositories
gerard-ompad/beta-lactamase
gerard-ompad/chem_tutorial
gerard-ompad/ISGlobal_2023
Python Implementation of the R Codes in the Summer School
gerard-ompad/3D_Scaffold
3D-Scaffold Generator
gerard-ompad/AA_VAE
Amino-acid Variational Autoencoder
gerard-ompad/bk_clustering
Burj Khalifa Clustering method
gerard-ompad/codon-conservation-rate
Calculating codon and codon pair conservation rates across species of a given genus
gerard-ompad/cvapipe_analysis
Analysis of data produced by cvapipe for the variance paper
gerard-ompad/datasharing
The Leek group guide to data sharing
gerard-ompad/deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
gerard-ompad/computational-infectious-disease
The companion repository to Computational Modeling of Infectious Disease by Chris von Csefalvay
gerard-ompad/Graph_convolutional_NN_molecule_maker
A Graph Neural Network (Geometric machine learning) for molecular generation
gerard-ompad/ML-ElectronMicroscopy-2023
gerard-ompad/Molecule_generating_RNN
An RNN trained on a dataset of molecular SMILES to generate novel molecules.
gerard-ompad/molecule_generator
Code for "Multi-Objective De Novo Drug Design with Conditional Graph Generative Model" (https://arxiv.org/abs/1801.07299)
gerard-ompad/mvarch
Multivariate Volatility Models (ARCH) for stock prices and other time series
gerard-ompad/NonparVolTest
gerard-ompad/Nu_Skin_Challenge
This is a Jupyter Notebook for Nu Skine Market Science Challenge
gerard-ompad/object-recognition
A simple implementation of Computer Vision Object Recognition using YOLO (You Only Look Once), is an extremely fast multi object detection algorithm which uses convolutional neural network (CNN) to detect and identify objects.
gerard-ompad/Plotly-Dashboards-with-Dash
This is the repo for the Udemy Course Python Dashboards with Plotly's Dash
gerard-ompad/Predicting-Dengue-Philippines
gerard-ompad/probabilisitic-modelling-of-army-worms
gerard-ompad/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
gerard-ompad/reagents
Reagent prediction with Molecular Transformer. Improvement of data for reaction product prediction in a self-supervised fashion.
gerard-ompad/RFdiffusion
Code for running RFdiffusion
gerard-ompad/STAT280_DEEP_LEARNING_LECTURES
gerard-ompad/thesis
This is the code of the Masters of Science in Tropical Medicine. An Application of Data Science to Epidemiology.
gerard-ompad/TuoTuo
Implemented the Smoothed Varational Inference version of Latent Dirichlet Allocation, following David M. Blei et al. 2003
gerard-ompad/win10-linux-conda-how-to
A tutorial on how to set up a Linux environment on a computer running Windows 10. Followed by how to install and use (bio)conda.