jiangnanboy / learning_to_rankView external linksLinks
利用lightgbm做(learning to rank)排序学习,包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and prediction, etc.
☆278Sep 11, 2022Updated 3 years ago
Alternatives and similar repositories for learning_to_rank
Users that are interested in learning_to_rank are comparing it to the libraries listed below
Sorting:
- Python learning to rank (LTR) toolkit☆464Dec 27, 2025Updated last month
- Tensorflow implementations of various Learning to Rank (LTR) algorithms.☆230Jun 14, 2018Updated 7 years ago
- First place solution of WSDM CUP 2020, pairwise-bert, lightgbm☆88Jan 22, 2020Updated 6 years ago
- Learning to Rank in PyTorch☆489Jul 26, 2022Updated 3 years ago
- LTR学习代码☆16Nov 15, 2017Updated 8 years ago
- Learning to rank with neuralnet - RankNet and ListNet☆490Jan 31, 2018Updated 8 years ago
- LambdaRank Neural Network model using Keras.☆85Oct 11, 2019Updated 6 years ago
- Python implementation of LambdaMart☆186Jan 8, 2021Updated 5 years ago
- Listwise Learning to Rank by Exploring Unique Ratings (WSDM 2020)☆13Nov 2, 2025Updated 3 months ago
- A Python version of RankNet, LambdaRank and LambdaMart☆128Oct 23, 2020Updated 5 years ago
- LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入,方便实际场景应用。☆105May 31, 2020Updated 5 years ago
- Dynamic visualization training service in Jupyter Notebook for Keras, tf.keras and others.☆15Mar 22, 2022Updated 3 years ago
- a python package for stat,caculate woe,iv, ks,auc,roc,psi and plot.☆17Jul 17, 2023Updated 2 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆7,999Aug 9, 2024Updated last year
- Learning to Rank in TensorFlow☆2,779Mar 18, 2024Updated last year
- xgboost Extension for Easy Ranking & TreeFeature☆127Nov 8, 2019Updated 6 years ago
- Chinese Index data for zipline benchmark☆15Dec 13, 2019Updated 6 years ago
- High frequency prediction of Chinese stock returns. Orderbook data generation. High frequency factors construction.☆18Mar 10, 2023Updated 2 years ago
- Common Model about DeepCTR(WideDeep,DeepFM, DCN, XdeepFM)☆32Nov 26, 2024Updated last year
- a python code of applying GBDT+LR for CTR prediction☆337Jul 19, 2018Updated 7 years ago
- allRank is a framework for training learning-to-rank neural models based on PyTorch.☆989Aug 6, 2024Updated last year
- Tensorflow2.x implementations of CTR(LR、FM、FFM)☆72Jul 22, 2021Updated 4 years ago
- 华为digix算法大赛2020机器学习赛道-ctr预估初赛/决赛rank1☆136Nov 19, 2020Updated 5 years ago
- 在Kaggle比赛中的Featuretools指南☆19Jul 9, 2018Updated 7 years ago
- select stock automatically, trade manually☆12Jul 26, 2020Updated 5 years ago
- 2017第一届腾讯社交广告高校算法大赛Rank28_code☆85Jun 30, 2017Updated 8 years ago
- 沪深300指数增强模型☆89Sep 3, 2019Updated 6 years ago
- 利用sklearn和gensim中的tfidf,lsa,doc2vec进行查询与文档匹配搜索☆21Sep 11, 2022Updated 3 years ago
- 接入okcoin的数字货币行情,并在众安交易所做市☆23Nov 6, 2017Updated 8 years ago
- [KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks☆31Jul 5, 2021Updated 4 years ago
- 一点资讯技术编程大赛CTR赛道 Top1☆26Sep 19, 2021Updated 4 years ago
- CGED & CSC☆23Feb 27, 2020Updated 5 years ago
- ☆11Dec 8, 2022Updated 3 years ago
- ☆10Jan 28, 2021Updated 5 years ago
- Simple and efficient tools for data science.☆12May 17, 2024Updated last year
- 介绍作者在学习推荐系统过程中学习到的知识,包括爬虫、大数据、NLP、召回、排序等模块。包括知识总结和代码实践两部分。☆12Dec 8, 2020Updated 5 years ago
- Research on quantitative trading system based on backtrader framework☆25Apr 13, 2020Updated 5 years ago
- Jupyter Notebook used for writing the article "Black-Box models are actually more explainable than a Logistic Regression" published in To…☆73Feb 23, 2023Updated 2 years ago
- CTR prediction using FM FFM and DeepFM☆753Aug 3, 2018Updated 7 years ago