BigDL VS Tensorflow_scala

Compare BigDL vs Tensorflow_scala and see what are their differences.

BigDL

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc. (by intel-analytics)
Science and Data analysis Spark Tensorflow Keras Pytorch bigdl analytics-zoo distributed-deep-learning Python Scala llm Transformers
Source Code
ipex-llm.readthedocs.io
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Tensorflow_scala

TensorFlow API for the Scala Programming Language (by eaplatanios)
Science and Data analysis Tensorflow Machine Learning Deep Learning Scala
Source Code
platanios.org
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BigDL Tensorflow_scala
5 -
6,051 934
17.1% -
9.9 0.0
4 days ago almost 2 years ago
Python Scala
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.

BigDL

Posts with mentions or reviews of BigDL. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-31.

Tensorflow_scala

Posts with mentions or reviews of Tensorflow_scala. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Tensorflow_scala yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing BigDL and Tensorflow_scala you can also consider the following projects:

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

SynapseML - Simple and Distributed Machine Learning

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Breeze - Breeze is a numerical processing library for Scala.

Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization

Smile - Statistical Machine Intelligence & Learning Engine

deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.

Spire - Powerful new number types and numeric abstractions for Scala.

PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

BigDL vs Apache Spark Tensorflow_scala vs SynapseML BigDL vs Zeppelin Tensorflow_scala vs Breeze BigDL vs Axle Tensorflow_scala vs Smile BigDL vs deequ Tensorflow_scala vs Spark Notebook BigDL vs Spire Tensorflow_scala vs Apache Spark BigDL vs PredictionIO Tensorflow_scala vs Squants