Scalable, fast, and lightweight system for large-scale topic modeling
☆846Dec 28, 2020Updated 5 years ago
Alternatives and similar repositories for LightLDA
Users that are interested in LightLDA are comparing it to the libraries listed below
Sorting:
- Distributed word embedding☆138Oct 24, 2016Updated 9 years ago
- Distributed skipgram mixture model for multisense word embedding☆116Jun 23, 2016Updated 9 years ago
- Parameter server framework for distributed machine learning☆779Jan 20, 2019Updated 7 years ago
- Microsoft Distributed Machine Learning Toolkit☆2,744Sep 12, 2018Updated 7 years ago
- Cache efficient implementation for Latent Dirichlet Allocation☆165Jan 4, 2019Updated 7 years ago
- Distributed Factorization Machines☆299Mar 23, 2016Updated 9 years ago
- A Toolkit for Industrial Topic Modeling☆2,647Jul 1, 2021Updated 4 years ago
- Scalable Distributed LDA implementation for Spark & Glint☆29Sep 27, 2016Updated 9 years ago
- Deprecated☆337Mar 14, 2017Updated 8 years ago
- ☆127Jun 23, 2016Updated 9 years ago
- Library for factorization machines☆1,490Mar 28, 2020Updated 5 years ago
- Multi-core implementation of Regularized Greedy Forest☆466Jul 14, 2018Updated 7 years ago
- A lightweight parameter server interface☆1,560Jan 11, 2023Updated 3 years ago
- Reliable Allreduce and Broadcast Interface for distributed machine learning☆514Nov 5, 2020Updated 5 years ago
- A Library for Field-aware Factorization Machines☆1,600Aug 16, 2024Updated last year
- PLDA: Parallel Latent Dirichlet Allocation in C++☆83Jun 14, 2023Updated 2 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,097Aug 28, 2023Updated 2 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Dec 3, 2017Updated 8 years ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,103Updated this week
- A common bricks library for building scalable and portable distributed machine learning.☆878Updated this week
- A demo code for topical word embedding☆314Mar 29, 2018Updated 7 years ago
- ☆3,171Nov 16, 2021Updated 4 years ago
- ☆196Mar 20, 2018Updated 7 years ago
- Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…☆20,829Oct 25, 2023Updated 2 years ago
- Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"☆2,052Jun 9, 2020Updated 5 years ago
- fast sampling algorithm based on CGS☆50Mar 20, 2020Updated 5 years ago
- fastFM: A Library for Factorization Machines☆1,090Jul 17, 2022Updated 3 years ago
- Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax☆564Apr 26, 2022Updated 3 years ago
- Parallel ML System - Bosen project☆961Jan 21, 2024Updated 2 years ago
- Yahoo!'s topic modelling framework using Latent Dirichlet Allocation☆337Sep 21, 2011Updated 14 years ago
- DistML provide a supplement to mllib to support model-parallel on Spark☆169Feb 6, 2017Updated 9 years ago
- A general-purpose encoder-decoder framework for Tensorflow☆5,635Oct 15, 2020Updated 5 years ago
- sparse word2vec☆108Jul 7, 2022Updated 3 years ago
- TensorFlow implementation of an arbitrary order Factorization Machine☆780Jan 17, 2022Updated 4 years ago
- Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning☆1,121Aug 4, 2019Updated 6 years ago
- My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://re…☆521Jun 5, 2017Updated 8 years ago
- Library for fast text representation and classification.☆26,496Mar 22, 2024Updated last year
- Facilitating the design, comparison and sharing of deep text matching models.☆3,854Aug 2, 2024Updated last year
- Facebook AI Research Sequence-to-Sequence Toolkit☆3,730Sep 17, 2021Updated 4 years ago