taigi Goto Github PK

adr-graph

Predicting adverse drug reactions from a knowledge graph

adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

artp

: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

attentivefp

basic

是基础也是综合(一系列对象及函数，需要细致的讲解)

bayesian-belief-networks

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 Probabilistic Matrix Factorization

bayesnmf

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.

bedam_workflow

A python workflow to set up BEDAM binding free energy calculations

bmf

Bayesian Matrix Factorization using Gibbs Sampling

bo-dti

Scripts for "Efficient Hyperparameter Optimization by Using Bayesian Optimization for Drug-Target Interaction Prediction"

bpmf

Python implementation of Bayesian Probabilistic matrix Factorization algorithm.

causalinference

Causal Inference in Python

causaltree

Working repository for Causal Tree and extensions

cddd

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.

chemgan-challenge

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

cmapm

Connectivity Map analysis in MATLAB

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deepdtis_dbn

Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepsynergy

dl4moleculargraph

Literature of deep learning for graphs in Chemistry and Biology

dnn-dti

The codes for paper "Drug–target interaction prediction with a deep-learning-based model".

drug-drug-interaction

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.

drug-gene-patient-network

Construction of drug-gene-patient network

drugbank

drugbank_spider

To crawl some data from drugbank(Option=Approval&America;Attribution=Name,AccessNumber,CASnumber,Uniprot)

drugnetwork

Drug network construction for network-based inference

dtinet

A Network Integration Approach for Drug-Target Interaction Prediction

gangster

Gangster, a roleplay discord bot. Focusing on drugs.