MachineLP/py_workSpace

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Python
Created almost 7 years ago
Updated over 3 years ago

MachineLP/py_workSpace

MachineLP

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MachineLP的工具包

Tensorflow-

Tensorflow实战学习笔记、代码、机器学习进阶系列

Jupyter Notebook

TextMatch

QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

CodeFun

DataStructure(SwordOffer、LeetCode)、Deep Learning(Tensorflow、Keras、Pytorch)、Machine Learning(sklearn、spark)、AutoML、AutoDL、ModelDeploying、SQL

Jupyter Notebook

PyTorch_image_classifier

Image classification: efficientnet/resnest/seresnext/.....

OCR_Keras

OCR；文本检测、文本识别(cnn+ctc、crnn+ctc)。

train_arch

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

OpenCV-

OpenCV学习笔记

TensorFlowTTS_chinese

Jupyter Notebook

train_cnn-rnn

cnn+rnn: vgg(vgg16,vgg19)+rnn(LSTM, GRU), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU), inception_v4+rnn(LSTM, GRU), inception_resnet_v2+rnn(LSTM, GRU),.....

QDServing

ml模型分布式服务部署：grpc，flask；docker

Spark-

Spark学习笔记

Jupyter Notebook

face_stickers

train_cnn_GANs

Pytorch_multi_task_classifier

multi-task classifier

conditional-similarity-networks-Tensorflow

Conditional Similarity Networks (CSNs-Tensorflow)

cnn_faceDetection

cpp code: using cnn for face detection

LaneDetection

qa-corpus-zh

问答语料库整理

FashionAI_KeyPoints_Detection

This my project of Fashion AI Key points detection contest.

PyTorch_video_classifier

video recognition

MachineLP

vehicleDetection

Inception_v4_slim

【Ubuntu】slim框架下的inception_v4模型的运行、可视化、导出和使用