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Predicting adverse drug reactions from a knowledge graph
A wizard's guide to Adversarial Autoencoders
:exclamation: This is a read-only mirror of the CRAN R package repository. ARTP — Gene and Pathway p-values computed using the Adaptive Rank<U+000a>Truncated Product
是基础也是综合(一系列对象及函数,需要细致的讲解)
Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
Bayesian Probabilistic Matrix Factorization
Bayesian non-negative matrix factorization (Schmidt et al. 2009), with Gibbs sampling and ICM algorithms for model fitting, and Chibs' method for estimating marginal likelihood.
A python workflow to set up BEDAM binding free energy calculations
Bayesian Matrix Factorization using Gibbs Sampling
Scripts for "Efficient Hyperparameter Optimization by Using Bayesian Optimization for Drug-Target Interaction Prediction"
Python implementation of Bayesian Probabilistic matrix Factorization algorithm.
Causal Inference in Python
Working repository for Causal Tree and extensions
Implementation of the Paper "Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations" by Robin Winter, Floriane Montanari, Frank Noe and Djork-Arne Clevert.
Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.
Connectivity Map analysis in MATLAB
吴恩达老师的机器学习课程个人笔记
Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
Literature of deep learning for graphs in Chemistry and Biology
The codes for paper "Drug–target interaction prediction with a deep-learning-based model".
The source code for the paper "Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data",Zhang et al. BMC Bioinformatics (2017) 18:18.
Construction of drug-gene-patient network
To crawl some data from drugbank(Option=Approval&America;Attribution=Name,AccessNumber,CASnumber,Uniprot)
Drug network construction for network-based inference
A Network Integration Approach for Drug-Target Interaction Prediction
Gangster, a roleplay discord bot. Focusing on drugs.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.