BigHeartC

Tencent2018_Lookalike_Rank7th

The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

TextRank4ZH

:deciduous_tree:从中文文本中自动提取关键词和摘要

IPProxyPool

IPProxyPool代理池项目，提供代理ip

DeepInterestNetwork

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.

LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

CTR

deep learning for ctr base on tensorflow

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

gcForest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

kaggle-avazu

Deep-and-Cross-Keras

Keras Implementation for "Deep & Cross Network for Ad Click Predictions"

product-nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

alphaPLM

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

alphaFM

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

libffm

A Library for Field-aware Factorization Machines

CS224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

fastText

Library for fast text representation and classification.

DeepCTR

The project contains some common DNN models for predicting click rates such as FNN, PNN, DeepFM, etc., implemented with tensorflow.

ltp

Language Technology Platform

HanLP

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

NLP_summary

自然语言处理

snownlp

Python library for processing Chinese text

SynonymExpansion

同义词扩展

THULAC-Python

An Efficient Lexical Analyzer for Chinese

MachineLearning

Machine learning algorithms implemented by pure numpy

How-To-Ask-Questions-The-Smart-Way

Any update requests plz redirect to original --->

DataMiningCompetitionFirstPrize

Datacastle National Big Data Online Competition First Place Source Code助学金精准预测冠军代码

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.