newbeeeee (mathlf2015)

mathlf2015

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newbeeeee's repositories

Attention-PyTorch

注意力机制实践

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python_machine_learning

machine learning with python

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

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awesome-scalability

High Scalability, High Availability, High Stability, High Performance, and High Intelligence System Design Patterns

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Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

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coding-interview-university

A complete computer science study plan to become a software engineer.

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CTR_NN

基于深度学习的CTR预估,从FM推演各深度学习CTR预估模型(附代码)

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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deep-learning-papers-translation

深度学习论文翻译,包括分类论文,检测论文等

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Feature-Selection

Features selection algorithm based on self selected algorithm, loss function and validation method

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ijcai-18-top2-single-mole-solution

复赛第二名单模型方案,没有特征选择没有调参LGB单模型857个特征

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Instacart

2nd place solution🥕🥈

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JDATA2

rank4

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kaggle-toxic_comment

Code for Kaggle Jigsaw Toxic Comment, 34th / 4551 (Top 1%) Solution

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keras

Deep Learning for humans

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LibFM_in_Keras

This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.

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stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

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Surprise

A Python scikit for building and analyzing recommender systems

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TalkingData

TalkingData AdTracking Fraud Detection Challenge

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Tencent2018_Lookalike_Rank7th

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

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tensorflow-DSMM

Tensorflow implementations of various Deep Semantic Matching Models

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tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

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tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

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tf_repos

TensorFlow Script

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