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The Top 23 Learning Spark Open Source Projects

Open source projects categorized as Learning Spark
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
Ds Cheatsheets ⭐ 11,535
List of Data Science Cheatsheets to rule the world
most recent commit a year 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
Bigdl ⭐ 4,728
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
dependent packages 10total releases 16most recent commit 3 months ago
Tensorflowonspark ⭐ 3,851
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
total releases 32most recent commit 9 months ago
Learning Spark ⭐ 3,804
Example code from Learning Spark book
most recent commit a year ago
Transmogrifai ⭐ 2,099
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
dependent packages 3total releases 9most recent commit 2 years ago
Easyml ⭐ 1,966
Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.
most recent commit 4 months ago
Mleap ⭐ 1,479
MLeap: Deploy ML Pipelines to Production
dependent packages 12total releases 26most recent commit 5 months ago
Seldon Server ⭐ 1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
total releases 44most recent commit 4 years ago
Caffeonspark ⭐ 1,272
Distributed deep learning on Hadoop and Spark clusters.
most recent commit 4 years ago
Machine Learning ⭐ 1,046
机器学习原理
most recent commit a year ago
Spark Sklearn ⭐ 1,039
(Deprecated) Scikit-learn integration package for Apache Spark
total releases 8most recent commit 4 years ago
Around Dataengineering ⭐ 926
A Data Engineering & Machine Learning Knowledge Hub
most recent commit 2 years ago
Fregata ⭐ 674
A light weight, super fast, large scale machine learning library on spark .
total releases 3most recent commit 6 years ago
Dist Keras ⭐ 611
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
total releases 2most recent commit 6 years ago
Onedal ⭐ 584
oneAPI Data Analytics Library (oneDAL)
dependent packages 4total releases 9most recent commit 3 months ago
Sparklearning ⭐ 573
Learning Apache spark,including code and data .Most part can run local.
most recent commit 2 years ago
Learningsparkv2 ⭐ 570
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
most recent commit 2 years ago
Awesome Ada ⭐ 543
A curated list of awesome resources related to the Ada and SPARK programming language
most recent commit 3 months ago
Hivemall ⭐ 508
Scalable machine learning library for Apache Hive/Spark/Pig
total releases 18most recent commit 7 years ago
Complete Life Cycle Of A Data Science Project ⭐ 499
Complete-Life-Cycle-of-a-Data-Science-Project
most recent commit 4 months ago
Data Science Learning Resources ⭐ 499
A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)
most recent commit 10 months ago
The 6 Most Depended On Learning Spark Open Source Projects
Mleap ⭐ 1,479
MLeap: Deploy ML Pipelines to Production
dependent packages 12total releases 26latest release May 07, 2021most recent commit 5 months ago
Bigdl ⭐ 4,728
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
dependent packages 10total releases 16latest release April 19, 2021most recent commit 3 months ago
Onedal ⭐ 584
oneAPI Data Analytics Library (oneDAL)
dependent packages 4total releases 9latest release April 18, 2023most recent commit 3 months ago
Pu4spark ⭐ 29
Positive-Unlabeled Learning for Apache Spark
dependent packages 1total releases 3latest release March 11, 2018most recent commit 6 years ago
The 10 Latest Releases In Learning Spark Open Source Projects
Onedal ⭐ 584
oneAPI Data Analytics Library (oneDAL)
dependent packages 4total releases 9latest release April 18, 2023most recent commit 3 months ago
Tensorflowonspark ⭐ 3,851
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
total releases 32latest release April 21, 2022most recent commit 9 months ago
Mleap ⭐ 1,479
MLeap: Deploy ML Pipelines to Production
dependent packages 12total releases 26latest release May 07, 2021most recent commit 5 months ago
Bigdl ⭐ 4,728
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
dependent packages 10total releases 16latest release April 19, 2021most recent commit 3 months ago
Scikit Spark ⭐ 8
Spark acceleration for Scikit-Learn cross validation techniques
total releases 7latest release February 24, 2020most recent commit a year ago
Pravda Ml ⭐ 52
This project is used to capture machine learning pipelines created on top of Spark as OK
total releases 9latest release March 11, 2019most recent commit a year ago
Spark Sklearn ⭐ 1,039
(Deprecated) Scikit-learn integration package for Apache Spark
total releases 8latest release January 30, 2019most recent commit 4 years ago
Pu4spark ⭐ 29
Positive-Unlabeled Learning for Apache Spark
dependent packages 1total releases 3latest release March 11, 2018most recent commit 6 years ago
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