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PredictionIO VS TensorFlow

Compare PredictionIO VS TensorFlow and see what are their differences

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  2. » Videos
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  4. » Alternatives

PredictionIO logo PredictionIO

Apache PredictionIO™ Open Source Machine Learning Server.

TensorFlow logo TensorFlow

TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.
  • PredictionIO Landing page
    Landing page //
    2023-09-18
  • TensorFlow Landing page
    Landing page //
    2023-06-19

PredictionIO

Categories
  • Business & Commerce
  • Data Science And Machine Learning
  • AI
  • Online Services
Website prediction.io
Details $-
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TensorFlow

Categories
  • Data Science And Machine Learning
  • AI
  • Data Science Tools
  • Machine Learning
Website tensorflow.org
Details $
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PredictionIO videos

+ Add

Introduction to Apache PredictionIO

More videos:

  • Review - Using Apache PredictionIO for Predicting University Student Dropout Rates
  • Tutorial - PredictionIO tutorial - Thomas Stone - PAPIs.io '14

TensorFlow videos

+ Add

What is Tensorflow? - Learn Tensorflow for Machine Learning and Neural Networks

More videos:

  • Tutorial - TensorFlow In 10 Minutes | TensorFlow Tutorial For Beginners | Deep Learning & TensorFlow | Edureka
  • Review - TensorFlow in 5 Minutes (tutorial)

Category Popularity

0-100% (relative to PredictionIO and TensorFlow)

PredictionIO

TensorFlow

Data Science And Machine Learning
11 11%
Data Science And Machine Learning
89% 89
AI
9 9%
AI
91% 91
Business & Commerce
100 100%
Business & Commerce
0% 0
Machine Learning
0 0%
Machine Learning
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare PredictionIO and TensorFlow

PredictionIO Reviews

We have no reviews of PredictionIO yet.
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TensorFlow Reviews

7 Best Computer Vision Development Libraries in 2024
From the widespread adoption of OpenCV with its extensive algorithmic support to TensorFlow's role in machine learning-driven applications, these libraries play a vital role in real-world applications such as object detection, facial recognition, and image segmentation.
Source: www.labellerr.com
10 Python Libraries for Computer Vision
TensorFlow and Keras are widely used libraries for machine learning, but they also offer excellent support for computer vision tasks. TensorFlow provides pre-trained models like Inception and ResNet for image classification, while Keras simplifies the process of building, training, and evaluating deep learning models.
Source: clouddevs.com
25 Python Frameworks to Master
Keras is a high-level deep-learning framework capable of running on top of TensorFlow, Theano, and CNTK. It was developed by François Chollet in 2015 and is designed to provide a simple and user-friendly interface for building and training deep learning models.
Source: kinsta.com
Top 8 Alternatives to OpenCV for Computer Vision and Image Processing
TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks such as machine learning, computer vision, and natural language processing. It provides excellent support for deep learning models and is widely used in several industries. TensorFlow offers several pre-trained models for image classification, object detection,...
Source: www.uubyte.com
PyTorch vs TensorFlow in 2022
There are a couple of notable exceptions to this rule, the most notable being that those in Reinforcement Learning should consider using TensorFlow. TensorFlow has a native Agents library for Reinforcement Learning, and Deepmind’s Acme framework is implemented in TensorFlow. OpenAI’s Baselines model repository is also implemented in TensorFlow, although OpenAI’s Gym can be...
Source: www.assemblyai.com

Social recommendations and mentions

Based on our record, TensorFlow seems to be more popular. It has been mentiond 7 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

PredictionIO mentions (0)

We have not tracked any mentions of PredictionIO yet. Tracking of PredictionIO recommendations started around Mar 2021.

TensorFlow mentions (7)

  • Creating Image Frames from Videos for Deep Learning Models
    Converting the images to a tensor: Deep learning models work with tensors, so the images should be converted to tensors. This can be done using the to_tensor function from the PyTorch library or convert_to_tensor from the Tensorflow library. - Source: dev.to / about 1 year ago
  • Need help with a Tensorflow function
    So I went to tensorflow.org to find some function that can generate a CSR representation of a matrix, and I found this function https://www.tensorflow.org/api_docs/python/tf/raw_ops/DenseToCSRSparseMatrix. Source: almost 2 years ago
  • Help: Slow performance with windows 10 compared to Ubuntu 20.04 with TF2.7
    Can anyone offer up an explanation for why there is a performance difference, and if possible, what could be done to fix it. I'm using the installation guidelines found on tensorflow.org and installing tf2.7 through pip using an anaconda3 env. Source: almost 2 years ago
  • [Question] What are the best tutorials and resources for implementing NLP techniques on TensorFlow?
    I don't have much experience with TensorFlow, but I'd recommend starting with TensorFlow.org. Source: about 2 years ago
  • [Question] What are the best tutorials and resources for implementing NLP techniques on TensorFlow?
    I have looked at this TensorFlow website and TensorFlow.org and some of the examples are written by others, and it seems that I am stuck in RNNs. What is the best way to install TensorFlow, to follow the documentation and learn the methods in RNNs in Python? Is there a good tutorial/resource? Source: about 2 years ago
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What are some alternatives?

When comparing PredictionIO and TensorFlow, you can also consider the following products

Open Text Magellan - OpenText Magellan - the power of AI in a pre-wired platform that augments decision making and accelerates your business. Learn more.

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

Neuton.AI - No-code artificial intelligence for all

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Veritone Automate Studio - Veritone Automate Studio is one of the major Low-Code platforms powered by AI to empower organizations willing to implement intelligent process automation initiatives to create and deploy workflows backed by AI and integrate the output insights into…

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

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