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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

algor

数据结构与算法 py3 九章算法

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

auto-sklearn

Automated Machine Learning with scikit-learn

automatictopiclabeling

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bayesian_a-b_testing

The intuitiveness of the Bayesian A/B testing should make it more ubiquitous in the data realm

bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

character-based-cnn

Implementation of character based convolutional neural network

corex_topic

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

ddia

《Designing Data-Intensive Application》DDIA中文翻译

docker-for-ml

Using Docker for Machine Learning Workflows

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

graysilver-page

this is a GithubPage,welcome to discuss.

halfrost-field

✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地

hands-on-docker-for-microservices-with-python

Hands-On Docker for Microservices with Python, published by Packt

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

introduction-to-nlp

Lectures for Udemy - INLP

joyful-pandas

pandas中文教程

jupyterlab

JupyterLab computational environment.

learn_data_science

Repository of demos, resources and tutorials on DataScience and Machine Learning.

leetcode

🎓Leetcode solutions in Python 📚

leetcode-linghu-templete

算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

leetcode-posts

yukiyama 创作的算法文章，目前共二十余万字，持续新增中。发表数月内，在力扣**收获20w+阅读量，1w+收藏量，近5k点赞量。

leetcode-solution-all

1000篇通俗易懂且高质量的 LeetCode 解析，动画题解，套路分析，模板分享

leetcode_walkcc

💡 LeetCode in C++20/Java/Python/MySQL/TypeScript (respect coding conventions)

machine-learning-interview

算法工程师-机器学习面试题总结

machine-learning-with-python

Python code for common Machine Learning Algorithms