intel / BigDL
BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
☆2,674Updated last week
Alternatives and similar repositories for BigDL:
Users that are interested in BigDL are comparing it to the libraries listed below
- Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V,…☆7,675Updated this week
- MLeap: Deploy ML Pipelines to Production☆1,515Updated 4 months ago
- TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.☆3,875Updated last year
- TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows…☆2,257Updated last year
- Resource scheduling and cluster management for AI☆2,650Updated 9 months ago
- TonY is a framework to natively run deep learning frameworks on Apache Hadoop.☆706Updated last year
- Submarine is Cloud Native Machine Learning Platform.☆700Updated last year
- Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep le…☆690Updated 4 months ago
- Integration of TensorFlow with other open-source frameworks☆1,370Updated 6 months ago
- A low-latency prediction-serving system☆1,412Updated 3 years ago
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,828Updated last year
- Step-by-step Deep Leaning Tutorials on Apache Spark using BigDL☆210Updated 2 years ago
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,721Updated 8 months ago
- Distributed Deep learning with Keras & Spark☆1,572Updated last year
- RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.☆328Updated 3 weeks ago
- Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on K…☆692Updated last year
- Machine Learning Model Deployment Made Simple☆719Updated 6 years ago
- Spark RAPIDS plugin - accelerate Apache Spark with GPUs☆880Updated this week
- Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.☆1,840Updated 10 months ago
- Java library and command-line application for converting Apache Spark ML pipelines to PMML☆267Updated last month
- Livy is an open source REST interface for interacting with Apache Spark from anywhere☆1,005Updated 2 years ago
- TFX is an end-to-end platform for deploying production ML pipelines☆2,142Updated last week
- AI on Hadoop☆1,730Updated 9 months ago
- GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs☆1,037Updated this week
- Kubernetes-native Deep Learning Framework☆739Updated last year
- Sparkling Water provides H2O functionality inside Spark cluster☆968Updated 4 months ago
- Benchmark Suite for Apache Spark☆239Updated last year
- Easy to use library to bring Tensorflow on Apache Spark☆296Updated last year
- Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.☆2,719Updated last year
- Read and write Tensorflow TFRecord data from Apache Spark.☆292Updated 11 months ago