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iclgg's Projects
hyperts
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
it_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
loadpredicting
DBN+LSTM
meanshift_py
Simple implementation of mean shift clustering in python
nsga-ii
多目标优化遗传算法
paddleocr
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
picgopictures
从PicGo上传的图片
pumpkin-book
《机器学习》（西瓜书）公式详解
pyswarmoptimization
基于Python3语言开发的群体智能优化框架
python3_webspider
Python3 网络爬虫实践集合。涉及多类型验证码识别、多类型模拟登陆、多类型反反爬措施、APP数据抓取、Scrapy框架、分布式爬虫等。
randomforest
随机森林，Random Forest（RF）
rbfneuralnetwork
RBF(Radial Basis Function) Neural Network Implementation in Python
rnn-tutorial-gru-lstm
Language Model GRU with Python and Theano
senet-tensorflow
Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
senet.pytorch
PyTorch implementation of SENet
som
自组织特征映射神经网络
spring
Spring integration for MyBatis 3
svr
Support Vector Regression
swarm-intelligence-optimization-algorithm
GSA PSO还有其他
tensorflow-time-series-examples
Time Series Prediction with tf.contrib.timeseries，AR模型训练在train_arry.py中
text-classification-surveys
文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM
time-series-arima-xgboost-rnn
Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
v2fly-v2ray-core
A platform for building proxies to bypass network restrictions.
v2ray-examples
v2ray-core 的模板们
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