Lei Chao (leichaocn)

leichaocn

Geek Repo

Company:JD.com

Location:Beijing, Mainland China

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Lei Chao's repositories

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LSTM

以Word2Vec和LSTM为基础,实现一个语言模型

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word2vec_with_tensorflow

搭建Word2Vec网络并训练,输出词嵌入的可视化结果

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Inception-Net-V3

搭建42层深度的InceptionNet,估算训练和测试时间

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AlexNet

建构AlexNet网络主体,对AlexNet每个batch的耗时进行估算

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ResNet

实现一个152层深度Residual Neural Network,估算前向时间

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word2vec_from_scratch

this will help you to understand what work2vec is,how it is trained.

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machine_learning_based_numpy

define machine learning model with numpy

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neural-networks-and-deep-learning-in-chinese

explain codes in chinese from https://github.com/mnielsen/neural-networks-and-deep-learning

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auto_log

auto run, auto output pdf,auto email

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AutoToc

为github中的md文档自动创建toc

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blog

Pivotal Engineering Blog

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deep_learning_samples

use deep learning method to solve some problems

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detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

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hello-world

just hello world

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leichaocn.github.io

Lilian's Blog

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neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

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neural-networks-and-deep-learning-code

this is a branch from Michael Nielsen's repository ,source: https://github.com/leichaocn/neural-networks-and-deep-learning

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numpy-ml

Machine learning, in numpy

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PolicyNetwork

Policy Gradients

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rnn_from_scratch

build a rnn network from scratch,and use theano to optimize it

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stock_price

https://heartbeat.fritz.ai/using-a-keras-long-shortterm-memory-lstm-model-to-predict-stock-prices-a08c9f69aa74

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uiautomator2_application

every program is for a special scene,,which is based on uiautomator2.

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useful_code_for_data_process

check pandas data,or spell chinese character to letters(pinyin in chinese),and others.

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VGG

搭建16层深度的VGGNet D版本,估算训练和测试时间

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word2vec-from-scratch-with-python

A very simple, bare-bones, inefficient, implementation of skip-gram word2vec from scratch with Python

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