yiming1012

MyLeetCode

个人博客

AiLearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

AutoX

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

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.

eat_tensorflow2_in_30_days

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

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

ga-tsp

遗传算法解决旅行商（TSP）问题

gensim

Topic Modelling for Humans

iFLYTEK_rec

基于用户画像的商品推荐挑战赛Rank5

Kaggle-HM-Recommendations

H&M Personalized Fashion Recommendations Solution (Original rank 🥉 170/2952)

LeetcodeTop

汇总各大互联网公司容易考察的高频leetcode题🔥

lightgbm-doc-zh

LightGBM 中文文档

LogicStack-LeetCode

公众号「宫水三叶的刷题日记」刷穿 LeetCode 系列文章源码

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

paper-reading

深度学习经典、新论文逐段精读

potatoes

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

Recommend-System-tf2.0

原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM等

RGCN

Pytorch implementation of a RGCN Link Prediction Model

scorecardpy

Scorecard Development in python, 评分卡

Source-Code-Notebook

关于一些经典论文源码的逐行中文笔记

sparkit-learn

PySpark + Scikit-learn = Sparkit-learn

SparrowRecSys

A Deep Learning Recommender System

SR-GNN

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Torch-RecHub

A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.

tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%