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algorithm_puzzles

算法谜题

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

anomalydetector

SR-CNN

awesome-public-datasets

A topic-centric list of HQ open datasets.

bert_doc_binary_classification

文本二分类任务，是否文档是否属于政治上的出访类事件，利用BERT提取特征，模型采用简单的DNN。

black-swan

KDD CUP 2017

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

coordtransform

Coordinate transformation for maps

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

dien

dmr

Deep Match to Rank Model for Personalized Click-Through Rate Prediction

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

gnn_review

GNN综述阅读报告

graph-neural-network-review

graphembedding

Implementation and experiments of graph embedding algorithms.

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

har-keras-cnn

insis-tsad.github.io

itac

Inceptio Tsinghua-Air Challenge

keras-transformer

Transformer implemented in Keras

leetcode

leetcode

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

medium_notebook

Repository containing notebooks of my posts on Medium

mlr