LAMDA-NJU / Deep-ForestLinks
An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)
☆959Updated 2 months ago
Alternatives and similar repositories for Deep-Forest
Users that are interested in Deep-Forest are comparing it to the libraries listed below
Sorting:
- (AAAI' 20) A Python Toolbox for Machine Learning Model Combination☆658Updated 2 years ago
- This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'☆1,312Updated 4 years ago
- [ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用,高效,鲁棒的类别不平衡学习框架☆262Updated last year
- Basic data mining model, including feature importance display☆469Updated last year
- SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks☆660Updated last year
- 🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库☆403Updated 7 months ago
- [译]tsfresh特征提取工具可提取的特征☆97Updated 6 years ago
- Github开源项目hyperopt系列的中文文档,以及学习教程等☆163Updated 5 years ago
- mtgbmcode☆176Updated 3 years ago
- (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)☆391Updated 8 months ago
- List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章,主要包含基于机器学习的算法☆483Updated 6 years ago
- A practical feature engineering handbook☆333Updated 5 years ago
- ThunderGBM: Fast GBDTs and Random Forests on GPUs☆709Updated 8 months ago
- Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。☆108Updated 3 years ago
- [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression☆899Updated 3 years ago
- ☆248Updated 4 years ago
- Open-source implementation of Google Vizier for hyper parameters tuning☆1,560Updated 6 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆431Updated 5 months ago
- interpretable-ml-book中文翻译☆138Updated 4 years ago
- Dynamically get the suggested clusters in the data for unsupervised learning.☆225Updated last year
- fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具☆1,518Updated last year
- Python implementation of deep forest method : gcForest☆423Updated 7 years ago
- Ensemble learning related books, papers, videos, and toolboxes☆302Updated 6 years ago
- Features selector based on the self selected-algorithm, loss function and validation method☆681Updated 6 years ago
- A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!☆670Updated 5 years ago
- PAKDD AutoML challenge 2nd Feature Engineering Part☆70Updated 4 years ago
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,502Updated 9 months ago
- LightGBM 中文文档☆761Updated 2 years ago
- An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems☆256Updated 6 years ago
- XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions☆332Updated last year