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-note-machine-learning-with-graph

图机器学习（斯坦福课程cs224w）学习笔记

100-days-of-ml-code

100 Days of ML Coding

aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

aaulatextemplates

A collection of Aalborg University LaTeX-templates

academic-kickstart

actor-critic-public

The source code for "An Actor Critic Algorithm for Structured Prediction"

alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

amdim-public

Public repo for Augmented Multiscale Deep InfoMax representation learning

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

ar-tree

Pytorch implementation of AR-Tree.

arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

autostg

awesome-deep-learning-papers

The most cited deep learning papers

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

awesome-graph-neural-networks

Paper Lists for Graph Neural Networks

awesome-imitation-learning

A curated list of awesome imitation learning resources and publications

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-network-embedding

A curated list of network embedding techniques.

awesome-papers-fewshot

Collection for Few-shot Learning

awesome-pytorch

Awesome PyTorch

awesome-rl

Reinforcement learning resources curated

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-time-series

list of papers, code, and other resources

barefoot

Map matching for the cities in China