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feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

flask-appbuilder

Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/

fmz_framework

My simple framework

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

hands-on-natural-language-processing-with-python

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

interview

Interview = 简历指南 + LeetCode + Kaggle

interview-code-practice-python

面试题

interview_python

关于Python的面试题

jd_seckill

京东秒杀商品抢购

kaggle

Codes for Kaggle Competitions

learning-nlp

nlp in action

lightgbm-doc-zh

LightGBM 中文文档

lihang-code

《统计学习方法》的代码实现

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

lstm_learn

a implement of LSTM using Keras for time series prediction regression problem

lstm_tsc

An LSTM for time-series classification

mastering-natural-language-processing-with-python

Mastering Natural Language Processing with Python

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。

my_ml_service

My Machine Learning Web Service

natural-language-processing

natural-language-processing-with-tensorflow

Natural Language Processing with TensorFlow, published by Packt

nginx-gunicorn-flask

机器学习后端部署 Nginx gunicorn flask

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp_course

YSDA course in Natural Language Processing

numpy-doc-zh

:book: [译] NumPy 中文参考（待校对）

numpy-ml

Machine learning, in numpy

pandas-doc-zh

:book: [译] Pandas 中文文档（待校对）

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