Jupyter Notebook Benchmark

Open-source Jupyter Notebook projects categorized as Benchmark
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Deep Learning LLM Dataset GPU Machine Learning
Monitoring that respects your time & budget
APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.
www.appsignal.com
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Top 17 Jupyter Notebook Benchmark Projects

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Benchmark

  1. tapnet

    Tracking Any Point (TAP)

  2. AppSignal

    Monitoring that respects your time & budget. APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

    AppSignal logo

  3. llm-colosseum

    Benchmark LLMs by fighting in Street Fighter 3! The new way to evaluate the quality of an LLM

  4. KernelBench

    KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)

  5. human-learn

    Natural Intelligence is still a pretty good idea.

  6. indonlu

    The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

  7. SKAB

    SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.

  8. Awesome_Satellite_Benchmark_Datasets

    Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

  9. Kargo

    Stop Scripting Promotions. Start Shipping with Kargo. Kargo automates promotion across dev, staging, and prod with approval gates and verification. Open source, built by the team behind Argo CD. Download now.

    Kargo logo

  10. tf-metal-experiments

    TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

  11. srs-benchmark

    A benchmark for spaced repetition schedulers/algorithms

    Project mention: Spaced Repetition Algorithm: A Three‐Day Journey from Novice to Expert | news.ycombinator.com | 2026-03-13

    Nice article but small note:

    >You might be thinking "If spaced repetition is so effective, why isn't it more popular?"

    I might have thought that 30 years ago - but I can't remember the last time I used a flashcard app (phone, Desktop, etc) that didn't include SRS as the default algorithm. These days the new hotness is FSRS [1] which Anki uses.

    [1] - https://github.com/open-spaced-repetition/srs-benchmark?tab=...

  12. benchmarks

    Comparison tools (by catboost)

  13. food-recognition-benchmark-starter-kit

    This repository is the main Food Recognition Benchmark template and Starter kit. Clone the repository to compete now!

  14. hashtable-bench

    A benchmark for hash tables and hash functions in C++, evaluate on different data as comprehensively as possible

  15. H.E.I.M.D.A.L.L

    H.E.I.M.D.A.L.L looks at fleet telemetry and gives you natural-language insights. GPU data loading (cuDF), local LLM inference (Gemma 2), and production NIM on GKE. Open the notebooks, run cells, get answers! Quick start should not take longer than 10 minutes and the T4 path is completely free!

    Project mention: Show HN: H.e.i.m.d.a.l.l – Telemetry-to-insight pipeline for fleet telemetry | news.ycombinator.com | 2026-02-17

  16. SciTS

    A tool to benchmark Time-series databases

  17. file-format-benchmark

    benchmark script of key operations between different file formats

  18. tax-retrieval-benchmark

    An implementation of the TaxRetrievalBenchmark task for the 🤗 Massive Text Embedding Benchmark (MTEB) framework.

  19. longctx-bench-honest

    Honest measurement of 1M-token long-context benchmarks (RULER + LongBench v2 + NIAH) on Qwen2.5-7B-1M local vs GitHub Models cloud. All zero credit card, drift-checked, reproducible.

    Project mention: Counterintuitive: WSL2 + vllm cannot fit Qwen2.5-7B-1M on 6GB VRAM where Windows transformers can | dev.to | 2026-05-11

    Full numbers + 11 JSON evidence cells + 3 ADRs at: https://github.com/leagames0221-sys/longctx-bench-honest

  20. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Benchmark projects in Jupyter Notebook? This list will help you:

# Project Stars
1 tapnet 1,971
2 llm-colosseum 1,483
3 KernelBench 1,220
4 human-learn 833
5 indonlu 655
6 SKAB 403
7 Awesome_Satellite_Benchmark_Datasets 362
8 tf-metal-experiments 279
9 srs-benchmark 258
10 benchmarks 172
11 food-recognition-benchmark-starter-kit 69
12 hashtable-bench 26
13 H.E.I.M.D.A.L.L 17
14 SciTS 14
15 file-format-benchmark 3
16 tax-retrieval-benchmark 1
17 longctx-bench-honest 0

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APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.
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