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Rank Repository 7 days Stars 24h gain Score
01 Imagination Studio by keys+Wasserman powered by TensorFold: an AI film studio for Mac and NVIDIA DGX Spark. Plan a film like a crew (Slate workflow by Sam Wasserman), render Qwen-Image-2.1 / FLUX3-K pictures and MiniMax H3 / FastH3 video with sound on TensorFold.
7 days Stars 81524h gain +59Score 39.8
02 Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
7 days Stars 3.5k24h gain +3Score 1.7
03 Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
7 days Stars 29k24h gain +2Score 1.1
04 Apache Paimon is a lake format that enables building a Realtime Lakehouse Architecture with Flink and Spark for both streaming and batch operations.
7 days Stars 3.4k24h gain +2Score 0.8
05 Fast & opinionated local AI routing: one MCP server that loads local image and video models on demand on your own GPU box (DGX Spark first)
7 days Stars 10124h gain +1Score 0.7
06 Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash speculative decoding (n=12) on the unified ghcr.io/aeon-7/aeon-vllm-ultimate:latest container, tuned for long-context draft acceptance on DGX Spark. 6 HF variants (BF16/NVFP4/MTP/MTP-XS), docker-compose, and QuickStart.
7 days Stars 49224h gain +1Score 0.4
07 DeepSeek-V4.1-Flash on 2x NVIDIA DGX Spark with the TensorFold engine: 1.8-1.9x code, 2.5x multi-stream, 1.7-1.95x prefill vs the vLLM kit, exact speculative decoding. Work in progress.
7 days Stars 14124h gain 0Score 0.1
08 Reproducible Docker/vLLM deployment, tuning, and benchmarks for DeepSeek V4.1 Flash on a switchless three-node or four-node DGX Spark fabric.
7 days Stars 18524h gain 0Score 0.0
09 Qwen3.8 27B on SGLang for DGX Spark
7 days Stars 48124h gain 0Score 0.0
10 BigQuery data source for Apache Spark: Read data from BigQuery into DataFrames, write DataFrames into BigQuery tables.
7 days Stars 42524h gain 0Score 0.0
11 A better compressed bitset in Java: used by Apache Spark, Netflix Atlas, Apache Pinot, Tablesaw, and many others
7 days Stars 4k24h gain -Score 0.0
12 Apache Spark - A unified analytics engine for large-scale data processing
7 days Stars 44.3k24h gain -Score 0.0
13 Big Data Modeling, MapReduce, Spark, PySpark @ Santa Clara University
7 days Stars 16524h gain -Score 0.0
14 Expressive types for Spark.
7 days Stars 89724h gain -Score 0.0
15 Security library for Sparkjava: OpenID Connect, SAML2, CAS, OAuth, LDAP, JWT...
7 days Stars 16424h gain -Score 0.0
16 A connector for Spark that allows reading and writing to/from Redis cluster
7 days Stars 94524h gain -Score 0.0
17 Arch Linux Provisioning with Ansible
7 days Stars 39524h gain -Score 0.0
18 Spark job that aggregates zipkin spans for use in the UI
7 days Stars 17924h gain -Score 0.0
19 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
7 days Stars 13.7k24h gain -Score 0.0
20 R interface for Apache Spark
7 days Stars 97124h gain 0Score 0.0
21 This repository contains the development code for sparkMeasure, an Apache Spark performance analysis and troubleshooting library. It simplifies collecting, aggregating, and exporting Spark task/stage metrics, and is designed for practical use by developers and data engineers in interactive analysis, testing, and production monitoring workflows.
7 days Stars 83024h gain -Score 0.0
22 Jupyter Notebook#14416 overall
Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark
7 days Stars 45624h gain -Score 0.0
23 Process Common Crawl data with Python and Spark
7 days Stars 45824h gain -Score 0.0
24 TiSpark is built for running Apache Spark on top of TiDB/TiKV
7 days Stars 88924h gain -Score 0.0
25 Jupyter Notebook#14634 overall
BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
7 days Stars 2.7k24h gain -Score 0.0
26 Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.
7 days Stars 96124h gain -Score 0.0
27 State of the Art Natural Language Processing
7 days Stars 4.2k24h gain 0Score 0.0
28 The Internals of Spark SQL
7 days Stars 49124h gain -Score 0.0
29 Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
7 days Stars 3.2k24h gain 0Score 0.0
30 Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
7 days Stars 3.6k24h gain -Score 0.0