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The Top 23 Deep Learning Pipeline Open Source Projects

Open source projects categorized as Deep Learning Pipeline
Categories > Machine Learning > Deep Learning
Categories > Data Processing > Pipeline
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453most recent commit 3 months agopypi jina} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
most recent commit 4 years ago
Production Level Deep Learning ⭐ 3,957
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
most recent commit 5 months ago
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116most recent commit 17 days agopypi zenml} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45most recent commit 3 months agocargo rust-bert} Downloads
Data Science Complete Tutorial ⭐ 1,575
For extensive instructor led learning
most recent commit a year ago
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
Deepaudioclassification ⭐ 983
Finding the genre of a song with Deep Learning
most recent commit 3 years ago
Serving ⭐ 834
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
dependent packages 4total releases 21most recent commit 7 months agopypi paddle-serving-client} Downloads
Deepforge ⭐ 754
A modern development environment for deep learning
dependent packages 2total releases 30most recent commit a year agonpm deepforge} Downloads
Onepanel ⭐ 704
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
dependent packages 1total releases 64most recent commit a year ago
Trankit ⭐ 693
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
dependent packages 2total releases 20most recent commit 5 months agopypi trankit} Downloads
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118most recent commit 3 months agopypi covalent} Downloads
Monk_object_detection ⭐ 550
A one-stop repository for low-code easily-installable object detection pipelines.
total releases 11most recent commit a year ago
Neuraxle ⭐ 533
The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
dependent packages 1total releases 26most recent commit 2 years agopypi neuraxle} Downloads
Torchgpipe ⭐ 479
A GPipe implementation in PyTorch
dependent packages 2total releases 9most recent commit 4 years agopypi torchgpipe} Downloads
Open Solution Home Credit ⭐ 444
Open solution to the Home Credit Default Risk challenge 🏡
most recent commit 2 years ago
Aspect Based Sentiment Analysis ⭐ 413
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
total releases 8most recent commit a year ago
Model Card Toolkit ⭐ 381
A toolkit that streamlines and automates the generation of model cards
dependent packages 1total releases 12most recent commit 9 months agopypi model-card-toolkit} Downloads
Megflow ⭐ 380
Efficient ML solution for long-tailed demands.
most recent commit a year ago
The 10 Most Depended On Deep Learning Pipeline Open Source Projects
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453latest release December 01, 2023most recent commit 3 months agopypi jina} Downloads
Forte ⭐ 215
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
dependent packages 12total releases 14latest release June 29, 2022most recent commit a year agopypi forte} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45latest release June 03, 2023most recent commit 3 months agocargo rust-bert} Downloads
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Serving ⭐ 834
A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）
dependent packages 4total releases 21latest release May 24, 2022most recent commit 7 months agopypi paddle-serving-client} Downloads
Musket_core ⭐ 14
Core Functionality of DL Pipelines
dependent packages 4total releases 32latest release November 21, 2019most recent commit 4 years agopypi musket-core} Downloads
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116latest release November 28, 2023most recent commit 17 days agopypi zenml} Downloads
The 10 Latest Releases In Deep Learning Pipeline Open Source Projects
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453latest release December 01, 2023most recent commit 3 months agopypi jina} Downloads
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118latest release December 01, 2023most recent commit 3 months agopypi covalent} Downloads
Fastdeploy ⭐ 90
Deploy DL/ ML inference pipelines with minimal extra code.
total releases 56latest release November 29, 2023most recent commit 4 months ago
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116latest release November 28, 2023most recent commit 17 days agopypi zenml} Downloads
Pipelinex ⭐ 212
PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more
total releases 48latest release November 28, 2023most recent commit 5 months ago
Fluidml ⭐ 19
FluidML is a lightweight framework for developing machine learning pipelines.
total releases 10latest release October 20, 2023most recent commit 6 months ago
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