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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attriubute-prediction-code

Predicting Attribute of Nodes in a Network

bayesiandeeplearning-survey

Bayesian Deep Learning: A Survey

bere

causal-learn

Causal Discovery for Python. Translation and extension of the Tetrad Java code.

ccdata

ccmap

celligner_ms

Code related to the Celligner manuscript

chemprop

Message Passing Neural Networks for Molecule Property Prediction

cmapm

Connectivity Map analysis in MATLAB

cutoffopt

dditp

deeppurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

deepsea

Similarity Ensemble Approach with deep learning substance fingerprints

dleps

A Deep Learning based Efficacy Prediction System for drug discovery

dmi

drugman

DrugMAN: a model framework for drug-target interaction prediction by integrating heterogeneous information with mutual attention network

dtinet

A Network Integration Approach for Drug-Target Interaction Prediction

expandar

R Package for Interactive Panel Data Exploration

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fastp

An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)

firstnlp

Try NLP with me.

generalization-causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

geomirror

github-slideshow

A robot powered training repository :robot:

grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

graph-neural-networks-in-life-sciences

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

gsea_r

Updated implementation of the GSEA-P R application for modern R distributions

hello-github-actions