zrant's repositories
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
ai_explore
机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现
categorical-encoding
A library of sklearn compatible categorical variable encoders
eat_pyspark_in_10_days
pyspark🍒🥭 is delicious，just eat it!😋😋
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
Elo-1
Elo_competition Kaggle https://www.kaggle.com/c/elo-merchant-category-recommendation
Gitwork
用来练习Git等工具使用的
ICME2019-CTR
The Code for ICME2019 Grand Challenge: Short Video Understanding (Single Model Ranks 6th)
interview_internal_reference
2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
lofo-importance
Leave One Feature Out Importance
MetaEmbedding
Codes for our SIGIR-2019 paper "Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings"
Play-with-Algorithm-Interview
Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
Play-with-Data-Structures
波波老师的数据结构课程的C++代码实现，和波波老师的代码库目录一样：）
Recommender-System-with-TF2.0
Recurrence the recommender paper with Tensorflow2.0
recommender_systems_abc
基于netflix prize开源数据集，从零开始构建热门推荐、相似推荐、item-based协同过滤算法，并离线评估算法的效果precision/recall，将推荐结果存于Redis，并通过flask构建推荐web服务。
Reflection_Summary
算法理论基础知识应知应会
risk-management-note
风险控制笔记，适用于互联网企业
torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
tql-Python
Python utils
umap
Uniform Manifold Approximation and Projection
wutils
general tools for ML