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second is the first of the losers
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second is the first of the losers
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Achievements

Achievement: Pair Extraordinairex4Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

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sankalpsthakur/README.md

Sankalp Thakur

industrial OT/IT, data infra, ML, quantum. founder, transient labs.

upstream contributions PRs merged upstream in tensorflow, onnxruntime, qiskit, cirq, qutip, parquet-java, arrow-go, clickhouse, node-red, MQTT.js, nanomq, opcua-asyncio, flutter, node, home-assistant, lean4 and more.

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  1. 3w-held-out-well 3w-held-out-well Public

    Held-out-well benchmark protocol for the Petrobras 3W dataset 2.0.0: split by well with a public-beacon draw, numpy scorer, baselines, sealed-test log

    Python

  2. carbon carbon Public

    Open-source AI agent and MCP toolkit for auditable Scope 1/2/3 carbon accounting and decarbonization workflows.

    JavaScript

  3. cascaded-tanks-phys8 cascaded-tanks-phys8 Public

    Cascaded Tanks benchmark entry: a 10-number grey-box model (ct_phys8), frozen config, test log, paired comparison with the 0.221 V entry

    Python

  4. gridload-compact gridload-compact Public

    gridload-compact: a 160k-parameter quantile forecaster for the SMARD net-load challenges of TS-Arena; evaluation kit, frozen config, test log, ONNX service

    Python

  5. methane-plume-compact methane-plume-compact Public

    methane-plume-compact: a 123k-parameter methane-plume U-Net for STARCOP (AVIRIS-NG); code, pre-registration, test log, results and scorer

    Python

  6. tagaudit tagaudit Public

    Check industrial tag data before you trust it: units, ranges, quality codes, timestamps, gaps and stuck values in historian CSV exports and OPC UA captures.

    Python