BigDL VS Deeplearning4j

Compare BigDL VS Deeplearning4j and see what are their differences

LibHunt

LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives. featured

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BigDL

BigDL is a distributed deep learning library for Apache Spark.

Deeplearning4j

Deeplearning4j is an open-source, distributed deep-learning library written for Java and Scala.

Landing page //
2023-10-16

Landing page //
2023-10-16

BigDL app Review for Android - Free money for doing pretty much nothing!

Deeplearning4j videos

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Deep Learning with DeepLearning4J and Spring Boot - Artur Garcia & Dimas Cabré @ Spring I/O 2017

Category Popularity

0-100% (relative to BigDL and Deeplearning4j)

Deeplearning4j

Data Science And Machine Learning

25 25%

Data Science And Machine Learning

75% 75

Data Science Tools

33 33%

Data Science Tools

67% 67

Python Tools

100 100%

Python Tools

0% 0

Machine Learning

0 0%

Machine Learning

100% 100

User comments

Share your experience with using BigDL and Deeplearning4j. For example, how are they different and which one is better?

Social recommendations and mentions

Based on our record, Deeplearning4j should be more popular than BigDL. It has been mentiond 4 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.

BigDL mentions (1)

LLaMA Now Goes Faster on CPUs
Any performance benchmark against intel's 'IPEX-LLM'[0] or others? [0] - https://github.com/intel-analytics/ipex-llm. - Source: Hacker News / about 1 month ago

Deeplearning4j mentions (4)

Machine Learning in Kotlin (Question)
While KotlinDL seems to be a good solution by Jetbrains, I would personally stick to Java frameworks like DL4J for a better community support and likely more features. Source: over 2 years ago
Does Java has similar project like this one in C#? (ml, data)
Would recommend taking a look at dl4j: https://deeplearning4j.org. Source: almost 3 years ago
just released my Clojure AI book
We use DeepLearning4j in this chapter because it is written in Java and easy to use with Clojure. In a later chapter we will use the Clojure library libpython-clj to access other deep learning-based tools like the Hugging Face Transformer models for question answering systems as well as the spaCy Python library for NLP. Source: almost 3 years ago
[D] What’s the simplest, most lightweight but complete and 100% open source MLOps toolkit? -> MY OWN CONCLUSIONS
FastAPI. Or even simpler: DL4J, to be used in Java when we need to communicate with the rest of the applications in real time. Source: about 3 years ago

What are some alternatives?

When comparing BigDL and Deeplearning4j, you can also consider the following products

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.

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

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

OpenCV - OpenCV is the world's biggest computer vision library

Darknet - Darknet is an open source neural network framework written in C and CUDA.

MXNet - MXNet is a deep learning framework.

Deeplearning4j vs TensorFlow