A practical feature engineering handbook
☆330Jul 18, 2020Updated 6 years ago
Alternatives and similar repositories for feature-engineering-handbook
Users that are interested in feature-engineering-handbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Math behind all the mainstream tree-based machine learning models☆38Feb 11, 2020Updated 6 years ago
- A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!☆668Dec 6, 2020Updated 5 years ago
- 常用的特征选择方法☆67Jul 4, 2022Updated 4 years ago
- [译] 面向机器学习的特征工程☆2,564Aug 25, 2023Updated 2 years ago
- 在Kaggle比赛中的Featuretools指南☆19Jul 9, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,231Jun 17, 2024Updated 2 years ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated last year
- open-source feature selection repository in python☆1,582Jul 11, 2024Updated 2 years ago
- Automated feature engineering in Python with Featuretools☆517Feb 8, 2019Updated 7 years ago
- A python implementation of the Rotation Forest algorithm per https://arxiv.org/abs/1809.06705.☆23Jan 21, 2020Updated 6 years ago
- 提供一个基于优化lift为目标的决策树搜索工具，可以用于搜索最优阈值、最优策略组合，快速确定拒绝、捞回区域以及提供一些直观的结果输出。该工具主要适用于风控策略场景。☆13Oct 16, 2024Updated last year
- Implementations of various feature selection methods☆24Nov 30, 2020Updated 5 years ago
- 🤓 Important machine learning knowledge, each article deeply analyzes theoretical knowledge☆118Feb 8, 2020Updated 6 years ago
- 数据科学的笔记以及资料搜集☆8,581Aug 16, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 整理所有特征工程用到的方法，为了复用☆11Jan 11, 2021Updated 5 years ago
- ☆17Nov 16, 2016Updated 9 years ago
- Feature selection library in python☆148Jul 21, 2026Updated 3 weeks ago
- PRML (Pattern Recognition and Machine Learning) Solution Manual in Japanese☆12Apr 1, 2019Updated 7 years ago
- ☆2,774Mar 1, 2020Updated 6 years ago
- Parallelized Mutual Information based Feature Selection module.☆286Sep 30, 2021Updated 4 years ago
- This repo contain images,radicals,meaning radical and Pinyin for more than 6000 Chinese character. The image set inculde both traditional…☆10May 10, 2019Updated 7 years ago
- Feature Selection using Genetic Algorithm (DEAP Framework)☆377Feb 21, 2023Updated 3 years ago
- Propensity score matching in Python 3☆27Jul 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Oversampling method based on relative density☆13Aug 26, 2020Updated 5 years ago
- feature selections and extractions☆87Jun 17, 2024Updated 2 years ago
- 2019年CCF智能信用评分大赛个人源码库。包含XGboost模型调参，特征筛选，训练等方案。同时包含stacking模型融合方案☆28Apr 20, 2020Updated 6 years ago
- 科赛 携程出行产品未来14个月销量预测 第2名☆62Jun 1, 2017Updated 9 years ago
- This repo demostrates how to use the concept of contrastive learning in an anommaly detection setting with autoencoders (also know as dis…☆15Oct 25, 2020Updated 5 years ago
- A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.☆1,657Sep 24, 2022Updated 3 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,764Dec 30, 2025Updated 7 months ago
- 主要展示Datawhale的组队学习计划。☆2,408Jan 8, 2023Updated 3 years ago
- ☆14May 16, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Cohort Repo for Flatiron School's Data Science Cohort 111819!!☆10Feb 14, 2020Updated 6 years ago
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,759Jul 22, 2026Updated 3 weeks ago
- 本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢☆396Mar 16, 2021Updated 5 years ago
- PDI学习和集成开发笔记☆11Mar 8, 2019Updated 7 years ago
- Kaggle competition of ASHRAE_Energy_Predictor, use brillent machine learning models and won 8th from 3595 teams☆21Dec 29, 2019Updated 6 years ago
- Containers built to be used with Kubeflow for Data Science☆27Apr 30, 2026Updated 3 months ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可☆3,824Mar 17, 2023Updated 3 years ago