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The Top 23 Dataset Pipeline Open Source Projects

Open source projects categorized as Dataset Pipeline
Categories > Data Processing > Dataset
Categories > Data Processing > Pipeline
Zr Obp ⭐ 542
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
total releases 18most recent commit a year ago
Building Machine Learning Pipelines ⭐ 403
Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson
most recent commit 2 years ago
Bactopia ⭐ 281
A flexible pipeline for complete analysis of bacterial genomes
most recent commit 7 months ago
Dffml ⭐ 235
The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.
dependent packages 22total releases 17most recent commit 3 months agopypi dffml} Downloads
Batchflow ⭐ 195
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
total releases 15most recent commit 3 months ago
Whylogs Java ⭐ 179
Profile and monitor your ML data pipeline end-to-end
dependent packages 2total releases 5most recent commit 3 years ago
Pureml ⭐ 174
Developer platform for production ML.
dependent packages 1total releases 29most recent commit 10 months agopypi pureml} Downloads
Setl ⭐ 173
A simple Spark-powered ETL framework that just works 🍺
total releases 4most recent commit 4 months ago
Mlx ⭐ 155
Machine Learning eXchange (MLX). Data and AI Assets Catalog and Execution Engine
most recent commit 9 months ago
Emotion_dataset ⭐ 140
😄 Dataset for Emotion Classification
most recent commit a year ago
Biojupies ⭐ 94
Automated generation of tailored bioinformatics Jupyter Notebooks via a user interface.
most recent commit 2 years ago
Autoalbument ⭐ 89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
total releases 10most recent commit 3 years ago
Keras Lstm Trajectory Prediction ⭐ 81
A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting
most recent commit 2 years ago
Test Datasets ⭐ 81
Test data to be used for automated testing with the nf-core pipelines
most recent commit 4 months ago
Dlp Dataflow Deidentification ⭐ 80
Multi Cloud Data Tokenization Solution By Using Dataflow and Cloud DLP
most recent commit 4 months ago
Understaing Datasets Estimators Tfrecords ⭐ 75
Try to use tf.estimator and tf.data together to train a cnn model.
most recent commit 6 years ago
Oboe ⭐ 70
An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.
total releases 11most recent commit 2 years ago
Bigquery ⭐ 62
BigQuery import and processing pipelines
most recent commit a year ago
M2g ⭐ 56
NeuroData's MRI to Graphs (m2g) - structural connectome estimation package and pipeline
total releases 79most recent commit a year ago
Tensorflow Input Pipeline ⭐ 54
TensorFlow Input Pipeline Examples based on multi-thread and FIFOQueue
most recent commit 7 years ago
Tensorflow Input Pipelines ⭐ 53
TensorFlow input pipelines for multiple datasets for easy data fetching
most recent commit 7 years ago
Creativeflow ⭐ 47
Code accompanying the Creative Flow+ Dataset, CVPR 2019.
most recent commit 2 years ago
Street View House Numbers Svhn Detection And Classification Using Cnn ⭐ 38
A 2-CNN pipeline to do both detection (using bounding box regression) and classification of numbers on SVHN dataset.
most recent commit 6 years ago
The 4 Most Depended On Dataset Pipeline Open Source Projects
Whylogs Java ⭐ 179
Profile and monitor your ML data pipeline end-to-end
dependent packages 2total releases 5latest release November 01, 2020most recent commit 3 years ago
Pureml ⭐ 174
Developer platform for production ML.
dependent packages 1total releases 29latest release November 27, 2023most recent commit 10 months agopypi pureml} Downloads
The 10 Latest Releases In Dataset Pipeline Open Source Projects
Pureml ⭐ 174
Developer platform for production ML.
dependent packages 1total releases 29latest release November 27, 2023most recent commit 10 months agopypi pureml} Downloads
Zr Obp ⭐ 542
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
total releases 18latest release June 15, 2022most recent commit a year ago
Preprocessy ⭐ 36
Python package for Customizable Data Preprocessing Pipelines
total releases 7latest release May 28, 2022most recent commit 7 months ago
Simpleml ⭐ 17
Machine learning that just works, for effortless production applications
total releases 20latest release March 29, 2022most recent commit 2 years ago
Oboe ⭐ 70
An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.
total releases 11latest release October 23, 2021most recent commit 2 years ago
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