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lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

locationatmall

天池 商场中精确定位用户所在店铺

lovaszsoftmax

Code for the Lovász-Softmax loss (CVPR 2018)

multi-3dcnn-for-action-recognition

Multi 3DCNN for action recognition using global and local information

ner-sequencelearning

Keras Conv+BiLSTM for Named Entity Recognition

notes

some notes in the producre of learning

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

ogeek-competition

亚军方案分享

pspnet-pytorch

PyTorch implementation of PSPNet segmentation network

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cifar-sgdr

SGDR with pytorch on CIFAR-10.

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

qstock

qstock由“Python金融量化”公众号开发，试图打造成个人量化投研分析包，目前包括数据获取（data）、可视化(plot)、选股(stock)和量化回测（策略backtest）模块。 qstock将为用户提供简洁的数据接口和规整化后的金融市场数据。可视化模块为用户提供基于web的交互图形的简单接口； 选股模块提供了同花顺的选股数据和自定义选股，包括RPS、MM趋势、财务指标、资金流模型等； 回测模块为大家提供向量化（基于pandas）和基于事件驱动的基本框架和模型。 关注“Python金融量化“微信公众号，获取更多应用信息。

se-design

shap

A unified approach to explain the output of any machine learning model

tencent_social_ads

第一届腾讯社交广告高校算法大赛(决赛14名)

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-nre

Neural Relation Extraction implemented with LSTM in TensorFlow

tianchi-ruijin

瑞金医院MMC人工智能辅助构建知识图谱大赛-baseline

tianchi-wifi-positioning

1st place solution for the Tianchi wifi positioning competition

torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

tornado

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

wordbatch

Parallel text feature extraction for machine learning

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow