aksnzhy / xlearn
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
☆3,087Updated last year
Related projects ⓘ
Alternatives and complementary repositories for xlearn
- A Library for Field-aware Factorization Machines☆1,598Updated 3 months ago
- Deep recommender models using PyTorch.☆2,995Updated last year
- Library for factorization machines☆1,487Updated 4 years ago
- Learning embeddings for classification, retrieval and ranking.☆3,947Updated last year
- Learning to Rank in TensorFlow☆2,743Updated 8 months ago
- ☆1,261Updated 3 months ago
- Deep learning for recommender systems☆1,692Updated 3 years ago
- Fast Python Collaborative Filtering for Implicit Feedback Datasets☆3,564Updated 4 months ago
- A Python implementation of LightFM, a hybrid recommendation algorithm.☆4,774Updated 3 months ago
- TensorFlow implementation of an arbitrary order Factorization Machine☆780Updated 2 years ago
- Scalable, fast, and lightweight system for large-scale topic modeling☆843Updated 3 years ago
- An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.☆1,138Updated 2 years ago
- Tensorflow implementation of DeepFM for CTR prediction.☆2,040Updated 6 years ago
- fastFM: A Library for Factorization Machines☆1,075Updated 2 years ago
- Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)☆2,105Updated 2 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆673Updated 5 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆907Updated 4 years ago
- A TensorFlow recommendation algorithm and framework in Python.☆1,277Updated last year
- A natural language modeling framework based on PyTorch☆6,338Updated 2 years ago
- ☆746Updated 5 years ago
- A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.☆3,533Updated 11 months ago
- NLP made easy☆2,557Updated last year
- This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural …☆983Updated last year
- Classic papers and resources on recommendation☆3,321Updated 4 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆885Updated 3 years ago
- An implementation of a deep learning recommendation model (DLRM)☆3,769Updated last month
- Facilitating the design, comparison and sharing of deep text matching models.☆3,841Updated 3 months ago
- Curated list of 2vec-type embedding models☆914Updated last year
- Multi-core implementation of Regularized Greedy Forest☆465Updated 6 years ago
- Facebook AI Research Sequence-to-Sequence Toolkit☆3,743Updated 3 years ago