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metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

models

Models and examples built with TensorFlow

movie_recommender

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

neural-factorization-machine

Factorization Machine, Deep Learning, Recommender System

neurec

neurec-1

Next RecSys Library

never_wang

never_wang_

node2vec

oi-wiki

:star2: Wiki for OI / ICPC. （某大型游戏线上攻略，内含炫酷算术魔法）

oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

outlier-detection-algorithm---isolation-forests

BNP Paribas Kaggle Data Set Data source: https://www.kaggle.com/c/bnp-paribas-cardif-claims-management Outlier Detection- Ensemble unsupervised learning method - Isolation Forest The isolation algorithm is an unsupervised machine learning method used to detect abnormal anomalies in data such as outliers. This is once again a randomized & recursive partition of the training data in a tree structure. The number of sub samples and tree size is specified and tuned appropriately. The distance to the outlier is averaged calculating an anomaly detection score: 1 = outlier 0 = close to zero are normal data.

ppd_riskcontrolcompetition

3rd Place Solution for PPD Risk Control Competition

pyecharts

Python Echarts Plotting Library

pylof

Python implementation of Local Outlier Factor algorithm.

pyltp

pyltp: the python extension for LTP

pytesseract

A Python wrapper for Google Tesseract

python-project

我的简单python 程序

python_recsys_action

pytorchtext

[知乎看山杯](https://biendata.com/competition/zhihu/final-leaderboard/) init队解决方案

recommender-system

利用MovieLens数据，Pearson相似度，分别基于User和Item构建一个简单的kNN推荐系统，并给出RMSE评测

samantha

Samantha - A generic recommender and predictor server

sdm

Sequential deep matching model for recommender system at Alibaba

search-engine

serving

A flexible, high-performance serving system for machine learning models

shanghai_unicom_tourist_tagging

init

snownlp

Python library for processing Chinese text

spark

Mirror of Apache Spark

spark-deep-learning

Deep Learning Pipelines for Apache Spark