H2o Ai 101
This repository covers h2o ai based implementations
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| H2o 3 | 6,618 | 62 | 33 | 3 months ago | 49 | August 09, 2023 | 2,746 | apache-2.0 | Jupyter Notebook | |
| H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc. | ||||||||||
| Benchm Ml | 1,839 | 2 years ago | 11 | mit | R | |||||
| A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.). | ||||||||||
| H2o Tutorials | 1,403 | 2 years ago | 44 | Jupyter Notebook | ||||||
| Tutorials and training material for the H2O Machine Learning Platform | ||||||||||
| Awesome Gradient Boosting Papers | 930 | 10 months ago | 1 | cc0-1.0 | Python | |||||
| A curated list of gradient boosting research papers with implementations. | ||||||||||
| Kafka Streams Machine Learning Examples | 806 | 5 months ago | 10 | apache-2.0 | Java | |||||
| This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies. | ||||||||||
| H2o Meetups | 410 | a year ago | 1 | Jupyter Notebook | ||||||
| Presentations from H2O meetups & conferences by the H2O.ai team | ||||||||||
| Awesome H2o | 345 | a year ago | 1 | |||||||
| A curated list of research, applications and projects built using the H2O Machine Learning platform | ||||||||||
| Deepwater | 283 | 2 | 2 | 6 years ago | 7 | August 01, 2017 | 10 | apache-2.0 | C++ | |
| Deep Learning in H2O using Native GPU Backends | ||||||||||
| Mldl | 215 | 2 years ago | 3 | Jupyter Notebook | ||||||
| Machine Learning and Deep Learning Resources | ||||||||||
| Nih Chest Xray | 61 | 6 years ago | mit | Jupyter Notebook | ||||||
| Identifying diseases in chest X-rays using convolutional neural networks | ||||||||||
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Jupyter Notebook
Deep Learning
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Pandas
Xgboost
Automl
H2o
Gbm
Gradient Boosting