Data Science Study Materials
"Big data is at the foundation of all the megatrends that are happening." – Chris Lynch
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Data Science Ipython Notebooks | 25,668 | 9 months ago | 34 | other | Python | |||||
| Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | ||||||||||
| Trino | 9,118 | 29 | 5 months ago | 83 | November 30, 2023 | 2,496 | apache-2.0 | Java | ||
| Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io) | ||||||||||
| Vaex | 8,161 |  | 2 | 29 | 4 months ago | 69 | July 21, 2023 | 508 | mit | Python |
| Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀 | ||||||||||
| Catboost | 7,564 | 12 | 5 months ago | 20 | September 19, 2023 | 539 | apache-2.0 | Python | ||
| A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU. | ||||||||||
| H2o 3 | 6,618 | 62 | 33 | 5 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. | ||||||||||
| Pachyderm | 6,035 | 1 | 5 months ago | 613 | December 04, 2023 | 897 | apache-2.0 | Go | ||
| Data-Centric Pipelines and Data Versioning | ||||||||||
| Feast | 5,342 |  | 28 | 5 days ago | 116 | September 07, 2023 | 149 | apache-2.0 | Python | |
| The Open Source Feature Store for Machine Learning | ||||||||||
| Synapseml | 4,989 | 6 | a month ago | 12 | November 27, 2023 | 335 | mit | Scala | ||
| Simple and Distributed Machine Learning | ||||||||||
| Koalas | 3,291 |  | 1 | 16 | 9 months ago | 47 | October 19, 2021 | 112 | apache-2.0 | Python |
| Koalas: pandas API on Apache Spark | ||||||||||
| Graphscope | 3,033 |  | 1 | 5 months ago | 452 | December 09, 2023 | 302 | apache-2.0 | C++ | |
| 🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba 来自阿里巴巴的一站式大规模图计算系统 图分析 图查询 图机器学习 | ||||||||||
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