Shin, Hyun Kil's repositories
PurpleLlama
Set of tools to assess and improve LLM security.
llama3
The official Meta Llama 3 GitHub site
REINVENT4
AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.
llama
Inference code for Llama models
codellama
Inference code for CodeLlama models
practical_cheminformatics_tutorials
Practical Cheminformatics Tutorials
OPERA
Free and open-source application (command line and GUI) providing QSAR models predictions as well as applicability domain and accuracy assessment for physicochemical properties, environmental fate and toxicological endpoints. ==================>Download the latest compiled version from the "releases" tab and run the executable installer.
mopac
Molecular Orbital PACkage
gnn
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Tensorflow-2-Reinforcement-Learning-Cookbook
Tensorflow 2 Reinforcement Learning Cookbook, published by Packt
TDEi_tensor
Topological distance based electron interaction tensor
Practical_RL
A course in reinforcement learning in the wild
Inverse-Reinforcement-Learning
Implementations of selected inverse reinforcement learning algorithms.
qml-mooc
Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019
OSP-PBPK-Model-Library
Library of released PBPK substance models and evaluation reports
electron_configuration_calculation
Codes for calculating electron configuration descriptor for inorganic compounds
VegaDescriptor-Calculation
Knime wrapper for Calculation of Descriptors, based on VEGA libraries
GANs-TensorFlow2
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
matminer_examples
A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code
matminer
data mining for Materials Science
google-research
Google AI Research
evolution-strategies-starter
Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
rexgen_direct
Template-free prediction of organic reaction outcomes
ptable_trends
Python script to plot periodic trends as a heat map over the periodic table of elements
edX---Quantum-Machine-Learning
edX course on "Quantum Machine Learning"
mpi-master-slave
Master Slave code in mpi4py
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
ModernRobotics
Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness.