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machinelearning

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

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。

mlflow

Open source platform for the machine learning lifecycle

mmjpg

👩 美女写真套图爬虫（一）

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

nettydemo

ngcf-pytorch

PyTorch Implementation for Neural Graph Collaborative Filtering

ngx_kafka_module

nginx kafka module, send post log data to kafka cluster

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pandas_exercises

Practice your pandas skills!

paper-reading

深度学习经典、新论文逐段精读

phoenix

Apache Phoenix / Hbase Spring Boot Microservices

primeng-treenode-preselect

Workaround for pre-selection of TreeNodes in primeng tree (multiple checkbox selection).

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

py-hdfs-mount

Mount HDFS with fuse, works with kerberos!

python-small-examples

Python有趣的小例子一网打尽。Python基础、Python坑点、Python字符串和正则、Python绘图、Python日期和文件、Web开发、数据科学、机器学习、深度学习、TensorFlow、Pytorch，一切都是简单易懂的小例子。

pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

recommender-system

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

recommendersystem

scrapy-redis

Redis-based components for Scrapy.

seq2seq_learning

seq2seq learning with TensorFlow

spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

spark-scala-maven-2.4.0

Spark2.4.0 学习笔记分享

springcloud-learning

Spring Cloud教程

sql-training

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

sufee-admin-dashboard

A simple yet powerful Bootstrap 4 admin dashboard template.

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tencent2019_finals_rank1st

2019腾讯广告算法大赛完整代码（冠军）

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.