linminhtoo Goto Github PK

advent-of-code-2021

https://adventofcode.com/2021/

algorithms

energy_production_forecasting

Energy Demand Modelling for AI4Impact Datathon

megan

Code for "Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits"

molecule-generation

Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation

mso

Implementation of the method proposed in the paper "Efficient Multi-Objective Molecular Optimization in a Continuous Latent Space" by Robin Winter, Floriane Montanari, Andreas Steffen, Hans Briem, Frank Noé and Djork-Arné Clevert

neural-net-numpy

a neural network from scratch in numpy

neuralsym

Reimplementation of Segler et al's Template Relevance Network (NeuralSym) in their seminal Nature publication

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

pentago

The game of Pentago, for CM4043

photo_gallery

retroviz

Visual Analysis of performance of state-of-the-art models for retrosynthesis

rxn-ebm

Energy-based modeling of chemical reactions

shopee-image-classification

tblite

Light-weight tight-binding framework

that_one

AI-powered children's story generation

torch-gauge

A light-weight PyTorch extension for equivariant deep learning

tree_gen_net

re-implementation of Gao et al's paper on amortized molecular generation (2021)