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The Top 23 Python Machine Learning Big Data Open Source Projects

Open source projects categorized as Python Machine Learning Big Data
Categories > Data Processing > Big Data
Categories > Machine Learning > Machine Learning
Data Science Ipython Notebooks ⭐ 25,668
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.
most recent commit 6 months ago
Vaex ⭐ 8,161
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
dependent packages 29total releases 69most recent commit 2 months agopypi vaex} Downloads
Catboost ⭐ 7,564
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.
dependent packages 12total releases 20most recent commit 3 months ago
H2o 3 ⭐ 6,618
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.
dependent packages 33total releases 49most recent commit 3 months ago
Feast ⭐ 5,053
Feature Store for Machine Learning
dependent packages 28total releases 116most recent commit 3 months agopypi feast} Downloads
Data Science Roadmap ⭐ 2,445
Data Science Roadmap from A to Z
most recent commit 4 months ago
Root ⭐ 2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 20total releases 16most recent commit 3 months ago
Spark Py Notebooks ⭐ 1,515
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
most recent commit a year ago
Scikit Learn Intelex ⭐ 1,116
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 24total releases 23most recent commit 3 months agopypi scikit-learn-intelex} Downloads
Daft ⭐ 1,012
Distributed DataFrame for Python designed for the cloud, powered by Rust
dependent packages 3total releases 53most recent commit 3 months agopypi getdaft} Downloads
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
total releases 2most recent commit 2 years ago
Sdc ⭐ 646
Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
most recent commit 5 months ago
Courses ⭐ 590
Answers for Quizzes & Assignments that I have taken
most recent commit a year ago
Eland ⭐ 588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 3total releases 30most recent commit 3 months agopypi eland} Downloads
Bigartm ⭐ 537
Fast topic modeling platform
total releases 31most recent commit 3 years ago
100daysofmlcode ⭐ 302
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍
most recent commit 8 months ago
Flink Ml ⭐ 270
Machine learning library of Apache Flink
dependent packages 10total releases 1most recent commit 6 months ago
Verticapy ⭐ 210
VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.
total releases 31most recent commit 3 months ago
Tipdm ⭐ 178
TipDM建模平台，开源的数据挖掘工具。
most recent commit 2 years ago
Idp ⭐ 165
IDP is an open source AI IDE for data scientists and big data engineers.
most recent commit 8 months ago
Datasciencevm ⭐ 161
Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
most recent commit 2 years ago
Bigdata Playground ⭐ 154
A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL
most recent commit 5 years ago
Data Algorithms With Spark ⭐ 151
O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian
most recent commit 10 months ago
The 9 Most Depended On Python Machine Learning Big Data Open Source Projects
Feast ⭐ 5,053
Feature Store for Machine Learning
dependent packages 28total releases 116latest release September 07, 2023most recent commit 3 months agopypi feast} Downloads
Scikit Learn Intelex ⭐ 1,116
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 24total releases 23latest release November 28, 2023most recent commit 3 months agopypi scikit-learn-intelex} Downloads
Root ⭐ 2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 20total releases 16latest release October 24, 2022most recent commit 3 months ago
Flink Ml ⭐ 270
Machine learning library of Apache Flink
dependent packages 10total releases 1latest release June 26, 2023most recent commit 6 months ago
Eland ⭐ 588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 3total releases 30latest release November 22, 2023most recent commit 3 months agopypi eland} Downloads
Daft ⭐ 1,012
Distributed DataFrame for Python designed for the cloud, powered by Rust
dependent packages 3total releases 53latest release December 05, 2023most recent commit 3 months agopypi getdaft} Downloads
The 10 Latest Releases In Python Machine Learning Big Data Open Source Projects
Daft ⭐ 1,012
Distributed DataFrame for Python designed for the cloud, powered by Rust
dependent packages 3total releases 53latest release December 05, 2023most recent commit 3 months agopypi getdaft} Downloads
Sageworks ⭐ 36
SageWorks: An easy to use Python API for creating and deploying SageMaker Models
total releases 60latest release November 29, 2023most recent commit 3 months ago
Scikit Learn Intelex ⭐ 1,116
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 24total releases 23latest release November 28, 2023most recent commit 3 months agopypi scikit-learn-intelex} Downloads
Yaetos ⭐ 32
Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified
total releases 32latest release November 27, 2023most recent commit 3 months ago
Eland ⭐ 588
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 3total releases 30latest release November 22, 2023most recent commit 3 months agopypi eland} Downloads
Dislib ⭐ 41
The Distributed Computing library for python implemented using PyCOMPSs programming model for HPC.
total releases 19latest release November 10, 2023most recent commit 4 months ago
Merlin ⭐ 112
Machine Learning for HPC Workflows
total releases 34latest release October 23, 2023most recent commit 3 months ago
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