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machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现

machine_learning_from_scrach

Machine learning algorithms step by step with explanation

machinelearning

Basic Machine Learning and Deep Learning

machinelearning-1

My blogs and code for machine learning. http://cnblogs.com/pinard

map

目标检测指标mAP python测试代码实现

map-1

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matconvnet

MatConvNet: CNNs for MATLAB

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml_cia

公众号: 机器学习荐货情报局 所有代码

mlalgorithms

Minimal and clean examples of machine learning algorithms

mmdetection

Open MMLab Detection Toolbox and Benchmark

mongo

The Mongo Database

mtcnn_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

my_orc_keras_verification_code_identification

本项目实现了ocr主流算法gru/lstm+ctc+cnn架构，进行不定长度验证码识别，达到不分割字符而识别验证码内容的效果。验证码内容包含了大小字母以及数字，并增加点、线、颜色、位置、字体等干扰项。本项目对gru +ctc+cnn、lstm+ctc+cnn、cnn三种架构进行了对比，实践说明同等训练下gru/lstm+ctc+cnn架构准确率和速度均明显优于cnn架构，gru +ctc+cnn优于lstm+ctc+cnn，在实验2500个样本数据200轮训练时，gru +ctc+cnn架构在500样本测试准确率达90.2%。本项目技术能够训练长序列的ocr识别，更换数据集和相关调整，即可用于比如身份证号码、车牌、手机号、邮编等识别任务，也可用于汉字识别。

myml

nlp-practice-with-tensorflow2

使用tensorflow2完成一些常见的NLP任务

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

node2vec

Implementation of the node2vec algorithm.

note

📚 面试指南，记录着我面经过程所遇到的问题以及总结的知识点。面试的公司：腾讯、阿里巴巴、字节跳动、虎牙直播、CVTE。所包含的知识点：c/c++/python ，算法，操作系统，计算机网络，数据库

person_reid_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

playgrounds

Provide docker environment and examples for PyFlink

prepare_detection_dataset

convert dataset to coco/voc format

prmlt

Matlab code for machine learning algorithms in book PRML

productknowledgegraph

GoodsKG, a knowledge graph that contains the product-product hierarchy and producer sales goods relationship, which sum up to 1300 products and more than 90000 brands, 基于京东网站的商品上下级概念，商品品牌之间关系，商品描述维度等知识库，基于该知识库可以支持商品属性库构建，商品销售问答，品牌物品生产等知识查询服务，也可用于情感分析等下游应用．

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyflink-nlp

Self-contained demo using PyFlink with Gensim+spaCy to find topics in the Flink User Mailing List. All you need is Docker! 🐳

pygcn

Graph Convolutional Networks in PyTorch

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)