tensorflow
An Open Source Machine Learning Framework for Everyone (by tensorflow)
Deeplearning4j
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn... (by deeplearning4j)
| tensorflow | Deeplearning4j | |
|---|---|---|
| 233 | 13 | |
| 186,816 | 13,710 | |
| 0.3% | 0.4% | |
| 10.0 | 8.8 | |
| 1 day ago | 11 days ago | |
| C++ | Java | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tensorflow
Posts with mentions or reviews of tensorflow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-10-28.
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Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨
🥷 Fork & clone tensorflow repo. ⚙️ Setup Development environment for contribution. 🫸 Push and create pull request.
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Top 8 OpenSource Tools for AI Startups
Star on GitHub ⭐ - Tensorflow
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GitHub Repositories Every Developer Should Know: An In-Depth Guide
Access the repository for source code and examples.
- Create ML models that can run in any environment
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Las 10 Mejores Herramientas de Inteligencia Artificial de Código Abierto
(https://dev-to-uploads.s3.amazonaws.com/uploads/articles/adae9icuiza0lhd532pc.png)
- TensorFlow: Democratizing Machine Learning with Open Source Power
- Release TensorFlow 2.17.0 · TensorFlow/TensorFlow
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Top 17 Fast-Growing Github Repo of 2024
TensorFlow
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Awesome List
GitHub Repository - The main TensorFlow repository.
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Rebuilding TensorFlow 2.8.4 on Ubuntu 22.04 to patch vulnerabilities
The official 2.8.4 container was published in Nov 2022. That's 1.5 years of OS updates at least. I looked up the 2.8.4 source and found that it's using Ubuntu 20.04 as the base OS. Of note, we're using the x86_64 architecture according to the container image layer: ENV NVARCH=x86_64.
Deeplearning4j
Posts with mentions or reviews of Deeplearning4j.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-29.
- Deeplearning4j Suite Overview
- Java for ML?
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Best way to combine Python and Java?
Have you considered migrating off of Python to just using JVM ML libraries then? I hear good things about Deeplearning4j, but there's quite a few.
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Anybody here using Java for machine learning?
I've gone to the linux workflow as directed in the docs and reconstructed the maven command line:
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Data Science Competition
DL4J
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Java Matrix Benchmark is Updated! See how linear algebra libraries compare for speed
Hey folks, just letting you know we see this thread and I appreciate you guys running these benchmarks. I'm not seeing any of your posts on our forums. I think I saw a notification from our examples but we do not actually monitor that. Please use: https://community.konduit.ai/ or at least the main repo dl4j issues: https://github.com/eclipse/deeplearning4j/issues and you'll get a lot more visibility. Thanks!
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Does Java has similar project like this one in C#? (ml, data)
Also, the website is now redirected to: https://deeplearning4j.konduit.ai/
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If it gets better w age, will java become compatible for machine learning and data science?
On top of this several popular projects have been built. This includes tensorflow-java and our project eclipse deeplearning4j: https://github.com/eclipse/deeplearning4j
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Matrices multiplication benchmark: Apache math vs colt vs ejml vs la4j vs nd4j
Nd4j is actively developed. The latest commit was 6 hours ago. Nd4j is part of deeplearning4j which is now owned by eclipse (but the main contributors are from a company) https://github.com/eclipse/deeplearning4j/tree/master/nd4j
What are some alternatives?
When comparing tensorflow and Deeplearning4j you can also consider the following projects:
PaddlePaddle - PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Weka
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Smile - Statistical Machine Intelligence & Learning Engine
LightGBM - A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Apache Mahout - Mirror of Apache Mahout
scikit-learn - scikit-learn: machine learning in Python
H2O - Sparkling Water provides H2O functionality inside Spark cluster
LightFM - A Python implementation of LightFM, a hybrid recommendation algorithm.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
tensorflow vs PaddlePaddle
Deeplearning4j vs Deep Java Library (DJL)
tensorflow vs Prophet
Deeplearning4j vs Weka
tensorflow vs Pandas
Deeplearning4j vs Smile
tensorflow vs LightGBM
Deeplearning4j vs Apache Mahout
tensorflow vs scikit-learn
Deeplearning4j vs H2O
tensorflow vs LightFM
Deeplearning4j vs Pytorch