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2023c4_bdc_1

aiops-competition-solutions

鱼丸粗面参加的阿里云 && PAKDD AIOps挑战赛系列解决方案、答辩文档、代码

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autoeda-resources

A list of software and papers related to automatic and fast Exploratory Data Analysis

bat_interviews

:blue_book: 分享最新BAT面试题(包含机器学习,Linux,PHP,大数据,Python,Java,前端...),持续更新ing...

bdc2023-rank24-solution

bigdata-interview

:dart: :star2:[大数据面试题]分享自己在网络上收集的大数据相关的面试题以及自己的答案总结.目前包含Hadoop/Hive/Spark/Flink/Hbase/Kafka/Zookeeper框架的面试题知识总结

bigdata-interview-1

2021年超全超详细的最新大数据开发面试题，附答案解析，大数据面试题，看这一套就够了

bigdata-notes

大数据入门指南 :star:

bigdataguide

大数据学习，从零开始学习大数据，包含大数据学习各阶段学习视频、面试资料

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

category_encoders

A library of sklearn compatible categorical variable encoders

competition-baseline

数据科学竞赛各种baseline代码、思路分享

cudf

cuDF - GPU DataFrame Library

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fast-bert

Super easy library for BERT based NLP models

fe4ml-zh

:book: [译] 面向机器学习的特征工程

featexp

Feature exploration for supervised learning

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

featuretools

An open source python library for automated feature engineering

god-of-bigdata

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

intelcloud2

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

joyful-pandas

Pandas中文教程

labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

mindsearch

🔍 a LLM-based Multi-agent Framework of Web Search Engine similar to Perplexity.ai Pro and SearchGPT

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch