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yulanl22's Projects

awesome_bigdata_ai_drugdiscovery icon awesome_bigdata_ai_drugdiscovery

A collection of resources useful for leveraging big data and AI for drug discovery. It mainly serves as an orientation for new lab folks. It may be biased towards my lab interest.

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

drug-computing icon drug-computing

Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.

drugex icon drugex

An exploration strategy improves the diversity of de novo drug design using deep reinforcement learning

genrl icon genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations

gentrl icon gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

htmd icon htmd

HTMD: Programming Environment for Molecular Discovery

interview-questions icon interview-questions

Most comprehensive list :clipboard: of tech interview questions :blue_book: of companies scraped from Geeksforgeeks, CareerCup and Glassdoor.

leetcode-company-wise-problems icon leetcode-company-wise-problems

This is a repository containing the list of company wise questions available on leetcode premium. Every pdf file in this repository corresponds to a list of questions on leetcode for a specific company based on the leetcode company tags.

molecule_generator icon molecule_generator

Code for "Multi-Objective De Novo Drug Design with Conditional Graph Generative Model" (https://arxiv.org/abs/1801.07299)

moleculemo icon moleculemo

Multiobjective De Novo Drug Design with Recurrent Neural Networks and Nondominated Sorting

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