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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

awesome-causality-algorithms

An index of algorithms for learning causality with data

deepctr

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

deeplearning-models

A collection of various deep learning architectures, models, and tips

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

fun-rec

本推荐算法教程主要是针对具有机器学习基础并想找推荐算法岗位的同学，教程由推荐算法基础、推荐算法入门赛、新闻推荐项目及推荐算法面经组成，形成了一个完整的从基础到实战再到面试的闭环。

ijcai-18-top2-single-mole-solution

复赛第二名单模型方案，没有特征选择没有调参LGB单模型857个特征

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

kaggle-2014-criteo

learngit

mf-eng-public

mypicture

Picture of my blog or project

paddledetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

prompt-engineering-for-developers

吴恩达大模型系列课程中文版，包括《Prompt Engineering》、《Building System》和《LangChain》

scikit-learn-doc-zh

scikit-learn（sklearn） 官方文档中文版

simultaneous-mean-variance-regression

Python implementation of arXiv:1804.01631 [econ.EM]

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tutorials

机器学习相关教程

zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.