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2020_force_lithology_prediction

aurora

基于SpringBoot+Vue开发的个人博客系统

captcha

Captcha based on CNN using Pytorch.It has pretrain model and datasets

captcha_ocr

pytorch验证码识别cnn模型

captcha_orz

验证码识别

captcha_trainer

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

chatgpt-on-wechat

使用ChatGPT搭建微信聊天机器人，基于OpenAI API和itchat实现。Wechat robot based on ChatGPT, which using OpenAI api and itchat library.

ciflog

cmorlet-tensorflow

A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.

cnn-lstm-attention

使用卷积神经网络-长短期记忆网络（bi-LSTM）-注意力机制对股票收盘价进行回归预测。The convolution neural network, short-term memory network and attention mechanism are used to predict the closing price.

dlib_face_recognition_from_camera

Detect and recognize the faces from camera / 调用摄像头进行人脸识别，支持多张人脸同时识别

force-2020-machine-learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

fraud_detection

Tuning XGBoost hyper-parameters with Simulated Annealing

gitgit

hmm-python

用python实现了隐马尔科夫模型的概率计算和预测部分，主要是前向后向算法和维特比算法

hyperparameter-tuning-xgboost

Python - Tuning parameters of XGBoost alogrithm using Cross-Validation

jd618

mavenandspringmvc

mavenproject

mc_stgcn

A multi-community spatio-temporal graph convolutional network (MC_STGCN) for passenger demand forecasting at multi-region level

numpy-

开源的测井数据集

numpy-private

ocr_chinese

图像文字检测模型(EAST/AdvancedEAST)，及包含文字识别模型(CRNN+CTC)，Keras/TensorFlow实现.

ppd-modeling-competition

拍拍贷"魔镜杯"风控算法比赛实战

predict-the-rent-probability-of-a-room

机器学习预测模型，分别用逻辑回归，决策树，随机森林，神经网络，XGBOOST和支持向量机算法建模，交叉验证，并选出AUC最优的模型。特征工程优化后，AUC值达到0.8259

pytorch-captcha-recognition

基于CNN训练的一套 "端到端" 的验证码识别模型，使用深度学习+训练数据+大量计算力，纯数字识别率高达 99.99%，数字+字母识别率 96%

ra-gcnv2

RA-GCN v2 for incomplete skeleton-based action recognition, accepted by IEEE T-CSVT

sliderverification

腾讯、百度、快手、抖音、京东移动滑块验证识别

testproject

tutorials-2016

Geophysical Tutorials for 2016