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ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

ai-job-resume

AI 算法岗简历模板

anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

anomaly_detection_tuto

Anomaly detection tutorial on univariate time series with an auto-encoder

astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

behavior-sequence-transformer-pytorch

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

books

一些常见的书籍pdf或者视频

context-aware-time-series-elastic-distance

source code for context-aware time series elastic distance and comparison methods, CDTW and CMSM

ctr_prediction

CTR prediction using FM FFM and DeepFM

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

dien

donut

WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

evolutionary-algorithm

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

feishu-openai

🎒飞书 ×（GPT-4 + DALL·E + Whisper）= 飞一般的工作体验 🚀 语音对话、角色扮演、多话题讨论、图片创作、表格分析、文档导出 🚀

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gitskills

gitskills2

gkt

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

gohive

Go driver for Apache Hive

graph-wavenet

graph wavenet

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lda2vec

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

machine-learning-notes

周志华《机器学习》手推笔记

machinelearningnotes

My personal notes

markdown-resume

⭐️ Markdown 简历模版

markdown-resume-1

Generate a responsive CSS3 and HTML5 resume with Markdown, with optional PDF output.