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aialpha

Use unsupervised and supervised learning to predict stocks

aiopen

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪目前人工智能（AI）的深度学习（DL）开源项目，并尽可能地罗列目前的开源项目，同时加入了一些曾经研究过的代码。通过这些开源项目，使初次接触AI的人们对人工智能（深度学习）有更清晰和更全面的了解。

aria2

aria2 is a lightweight multi-protocol & multi-source, cross platform download utility operated in command-line. It supports HTTP/HTTPS, FTP, SFTP, BitTorrent and Metalink.

awesome-it-files-for-me

收集高质量值得一读的书籍

bp-algorithm

一文彻底搞懂BP算法：原理推导+数据演示+项目实战

bp-neural-network

numpy实现的bp算法，代码是pytorch风格，可供pytorch入门学习，配合plotly.js获得良好的训练可视化

byrwiki

北邮人导航：一个框，全能搜

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

gaan

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graphsage-simple

Simple reference implementation of GraphSAGE.

hexo-theme-huxblog

:blue_car: Ported Theme of Hux Blog

m999-tech.github.io

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

python-100-days

Python - 100天从新手到大师

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

scratch_mlp

Explaining the Math of how neural networks learn

trilium

Build your personal knowledge base with Trilium Notes