playplaydata's repositories

2017-JDD-Global-Data-Explorer-Competition

2017京东金融全球数据探索者大赛(3rd place)

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AnyQ

FAQ-based Question Answering System

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Awesome-Interview

Collection of awesome interview references.

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deep_learning

基础的深度学习实验研究结果汇总笔记

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deeplearning

深度学习相关的模型训练、评估和预测相关代码

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deeplearningbook-chinese

Deep Learning Book Chinese Translation

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DeepMatch

A deep matching model library for recommendations, advertising, and search. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

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EffectiveTensorflow

Guides and best practices for effective use of Tensorflow

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finetune_classification

使用 TensorFlow 进行 finetuning 的通用分类模型

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Focal-Loss-implement-on-Tensorflow

The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.

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hnswlib

Header-only C++/python library for fast approximate nearest neighbors

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kesci_ctrip

用户预订售卖房型概率预测--top1

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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.

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MachineLearningTrick

Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest

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models

Models and examples built with TensorFlow

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multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

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netease-dl

一个基于命令行的网易云音乐下载器

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OpenFace

OpenFace – a state-of-the art open source tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

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python-doc

translate python documents to Chinese for convenient reference 简而言之,这里用来存放那些Python文档君们,并且尽力将其翻译成中文~~

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QA-Snake

基于多搜索引擎和深度学习技术的自动问答

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shap

Explain the output of any machine learning model using expectations and Shapley values.

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tensorflow-DSMM

Tensorflow implementations of various Deep Semantic Matching Models

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Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

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tensorflow_practice

tensorflow实战练习,包括强化学习、推荐系统、nlp等

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understanding_tensorflow_nn

Big Picture Machine Learning: Classifying Text with Neural Networks and TensorFlow

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web_develop

《Python Web开发实战》书中源码

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