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代码片段

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链家网深圳所有租房信息爬取

adversarialnetspapers

The classical paper list with code about generative adversarial nets

age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

aho-corasick-optimized

Tiny Garbage-Collector-Friendly implementation of the Aho-Corasick string matching algorithm. The automaton implemented using only the primitive data types in order to avoid Autoboxing and Unboxing conversions.

analyzeserver

分析引擎

applied-deep-learning-resources

A collection of research articles, blog posts, slides and code snippets about deep learning in applied settings.

artistic-style-transfer

Convolutional neural networks for artistic style transfer.

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

awesome-deep-learning-papers

The most cited deep learning papers

awesome-free-deep-learning-papers

bci-challenge-ner-2015

Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

beginlearning

Practices for machine learning

best-practice

零配置spring mvc+jpg+freemarker(未完成)

blog

个人django博客

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

caogen

基于Spring-Boot、MyBatis和easyUI实现通用后台管理系统

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

chinese-ocr

运用tensorflow实现自然场景文字检测,keras/pytorch实现crnn+ctc实现不定长中文OCR识别

cloudy-tweets

Machine Learning solution for Kaggle.com's "Partly Sunny with a Chance of Hashtags"

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

data-analysis-and-modeling-example

Data Analysis and Modeling Ipython Notebook Examples

dbscan

Lightweight Java implementation of density-based clustering algorithm DBSCAN

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS