linminhtoo
ML Lead @ Biotech Startup. Combining Domain Knowledge and AI to make the world better. Ex-MIT (USA). Ex-NTU (SG).
QDXSingapore
Pinned Repositories
rxn-ebm
Energy-based modeling of chemical reactions
algorithms
energy_production_forecasting
Energy Demand Modelling for AI4Impact Datathon
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
RetroViz
Visual Analysis of performance of state-of-the-art models for retrosynthesis
Shopee-Image-Classification
that_one
AI-powered children's story generation
tree_gen_net
re-implementation of Gao et al's paper on amortized molecular generation (2021)
linminhtoo's Repositories
linminhtoo/neuralsym
Reimplementation of Segler et al's Template Relevance Network (NeuralSym) in their seminal Nature publication
linminhtoo/RetroViz
Visual Analysis of performance of state-of-the-art models for retrosynthesis
linminhtoo/energy_production_forecasting
Energy Demand Modelling for AI4Impact Datathon
linminhtoo/Shopee-Image-Classification
linminhtoo/that_one
AI-powered children's story generation
linminhtoo/algorithms
linminhtoo/neural-net-numpy
a neural network from scratch in numpy
linminhtoo/tree_gen_net
re-implementation of Gao et al's paper on amortized molecular generation (2021)
linminhtoo/advent-of-code-2021
https://adventofcode.com/2021/
linminhtoo/megan
Code for "Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits"
linminhtoo/molecule-generation
Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation
linminhtoo/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
linminhtoo/overcooked_ai
A benchmark environment for fully cooperative human-AI performance.
linminhtoo/Pentago
The game of Pentago, for CM4043
linminhtoo/photo_gallery
linminhtoo/rxn-ebm
Energy-based modeling of chemical reactions
linminhtoo/tblite
Light-weight tight-binding framework
linminhtoo/torch-gauge
A light-weight PyTorch extension for equivariant deep learning