matricer Goto Github PK

360ai_ner_benchmark

alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

alphafm_softmax

Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.

alphaplm

Multi-thread implementation of Piece-wise Linear Model(PLM) or Mixture of LR(MLR) with FTRL for binary-class classification problem.

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

cpufp

A CPU tool for benchmarking the peak of floating points

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt

difacto

Distributed Factorization Machines

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

euler

A distributed graph deep learning framework.

faiss

A library for efficient similarity search and clustering of dense vectors.

fasttext

Library for fast text representation and classification.

fate

An Industrial Level Federated Learning Framework

federated

A framework for implementing federated learning

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

jiagu

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类

lambdafm

Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank and Factorization Machines.

libble-ps

LIBBLE by Parameter Server

libble-spark

libffm

A Library for Field-aware Factorization Machines

pixie-rust

A recommender system based on Pinterest's Pixie recommender

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

ps-lite

A lightweight parameter server interface

pysyft

A library for encrypted, privacy preserving deep learning

pytorch-biggraph

Software used for generating embeddings from large-scale graph-structured data.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

spark

Apache Spark

sparkling-graph

SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.