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Previous Versions

Previous Versions

Cell Ranger 8.0.1 (May 15, 2024)

  • tar.gz compression

    Download for Linux 64-bit (tar.gz)
    File size: 702 MB
    md5sum: 1d08d8005b026fc1ca3c867bc67b2dbd
    curl -o cellranger-8.0.1.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-8.0.1.tar.gz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=NbW3D9BfLp1v-~33dlMJMU312KSabXTMeznG4lg5RBgv6x2q8C6CvIjf6NHfNXhThgU~~BDoLE-CDkM-5k0ZOhnsw0gsgxoumv0UgBA5pTFV2SsXVJEYNu11AqXJXX7IVqlyHAidTvPtyeUhnSMkMypGQB9zs2VGiIyVrTKFTFKoVoKM-db2ct1HpKjvVKMVtd0bl~S6XVpdtd8EL49W-8ejYc0R-PQZ3Za2zBSnjHW0FtgRi0x75CjKpS3CjhHwXzljBmsBhOpaoi7k6napRLyH7xSLLqRNiU0Sp1cCMJ5nmHKCD5z6zD0SIxlXp4ZVqdfsrJF3ZAat3SN3FGQplA__"
  • tar.xz compression

    Download for Linux 64-bit (tar.xz)
    File size: 453 MB
    md5sum: 5d112b68f8819d50e54a9f3809cf5533
    curl -o cellranger-8.0.1.tar.xz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-8.0.1.tar.xz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=nrQbQssI8IPIIMMSYqF6JIfQCQkrNuwcxjMS2lQCzLyXV4YHid~HgYQaecUHFFvn~WKbF6xmNa0a8oKIVueBc0~hmOPvecSW15oHL7skVxsfbchG0YEidLI2ngNHC5SlaFnLjaus24z2~dmxG614uR-KClDUYxd4AnmTgulB6rzFr29cOHYdFwq3S2KWwbTARancjQY6AcedK4MZRN6aUSMCrScrp3AM~kj9Wy~oMsS2ZQlLDvhZDOXETlYzjOwu-Z2Y3LFzHdF6VB0G3eHwiuxGHlATrTD5-mzu00g62hXoUkkRH-V94KUGL1~83OiZ9yhOugrPZyZdchCaqThBDA__"

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Cell Ranger 8.0.1 highlights

  • New feature: Supports the analysis of Chromium GEM-X Single Cell Gene Expression v4 and Chromium GEM-X Single Cell Immune Profiling v3 libraries
  • Support for Low Throughput (LT) libraries has been disabled
  • v8.0.1 fixes bugs and introduces a new optional parameter (min-crispr-umi) to customize the minimum number of CRISPR guide RNA UMIs for protospacer detection
Release notes

Cell Ranger 7.2.0 (Sep 13, 2023)

  • tar.gz compression

    Download for Linux 64-bit (tar.gz)
    File size: 653 MB
    md5sum: 85e2573e80a6f8656a42ff09460463e6
    curl -o cellranger-7.2.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-7.2.0.tar.gz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=GQ3TgEFTc9fRUaWCiLl5VNcXiJU0lH5v~Kjgr377W8mXMVOLlbr0uEBVeVotThcbHxISEvnCgT0zZQeyaHDNkE3MitaDrXBNYSdxaUWnu0o-olBjRfaFKuO8TqJUmm9uJaekmoNRVF2-XnoduHYALtyJBLti63gk2rlkEmIOHo12DdcjBulLARcOKkWgUhouEOSHf31KLKzENFk7IXAzs3DeYsfNocPmginL9Tui1DV~ANjrlpGV2AvpKY3vq7ySbEkIDP31qA7JFUWkyDK8q~RUqb~CphXVknz1cqndsN7Ng6bpqPicn22pKNgMULkK~uCh9u2ntscY9QsK5fXvmg__"
  • tar.xz compression

    Download for Linux 64-bit (tar.xz)
    File size: 436 MB
    md5sum: 64f2c8c813dbdc030a80ad59096dc9a2
    curl -o cellranger-7.2.0.tar.xz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-7.2.0.tar.xz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=lkKdzWXwmCCs6sFI0OZLFeLF5bL~YtdnaURSVjkFl6FDA81~yeU1p8Z8rOYRR628J6qOiH8SBpF3OimDaFg2ShKfWMLOkbqbUCVcwfENk13ubIsrMpabZ-zlzSlEPLUFfvuhlraluF3P42FDBN2WGlkmmhU-Kt-aaz4k257tRvJWtREZKqHSqK7vdCfTk01~rutTctbgIbN1qUgBLuK~5huNGA~rAny4I-UmaylZlEakhlwzKnvlkhbxBfbaxsfphu2piRh-9~aIHn6QC76nLX1WtsEDeuxMcQIedubgSR5nhNtWAjKiqXbZA7MjsvaBBoSFDyjmm66Dq7BJI5Rgbw__"

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Cell Ranger 7.2.0 highlights

  • New feature: Supports the analysis of Multiplexed Gene Expression with Antibody Capture (Cell Surface Protein)
  • New feature: Supports the aggregation of BEAM (Antigen Capture) libraries with cellranger aggr
  • Several improvements to the web summary output files generated by cellranger multi and aggr pipelines

Cell Ranger 7.1.0 (Dec 7, 2022)

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    Download for Linux 64-bit (tar.gz)
    File size: 639 MB
    md5sum: 0938af789631800b20176527063c029a
    curl -o cellranger-7.1.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-7.1.0.tar.gz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=ZANN1wBFI3ZZAmmsbLDBSBpD6vZQ5kNFaFukqSH~JlJF7vI7n5~hqWaO1wWaLe5P5Xj3m830~IUIYvxoVEnEselmgmLxON5MAIqP1Zvmb2cVTWnEgT~W7YWeB4ZYa2UITiB~NtZwJZvjYXwEsQuHGy7b7O8b3xViPrcqWZ7ZSxL7RFgXGuboNBI-SoHGN1oQSMdfXbB17Ic8r3tlUTwyYwsxYgVuJ1bJrJ4BhIEagi-CNa1MVCLaxO0ZxZ-ll9hqwsJt7f1IxbybphdG7PDV2KkdfkWVrCvKc6w9e~bnWNR0b9tutp4WRiEYclQqxDEB5Zbd4aw4vMiKWtrFE61wsA__"
  • tar.xz compression

    Download for Linux 64-bit (tar.xz)
    File size: 379 MB
    md5sum: 1b90a1b0a785c34ecd5ed9227f72f78f
    curl -o cellranger-7.1.0.tar.xz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-7.1.0.tar.gz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=ZANN1wBFI3ZZAmmsbLDBSBpD6vZQ5kNFaFukqSH~JlJF7vI7n5~hqWaO1wWaLe5P5Xj3m830~IUIYvxoVEnEselmgmLxON5MAIqP1Zvmb2cVTWnEgT~W7YWeB4ZYa2UITiB~NtZwJZvjYXwEsQuHGy7b7O8b3xViPrcqWZ7ZSxL7RFgXGuboNBI-SoHGN1oQSMdfXbB17Ic8r3tlUTwyYwsxYgVuJ1bJrJ4BhIEagi-CNa1MVCLaxO0ZxZ-ll9hqwsJt7f1IxbybphdG7PDV2KkdfkWVrCvKc6w9e~bnWNR0b9tutp4WRiEYclQqxDEB5Zbd4aw4vMiKWtrFE61wsA__"

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Cell Ranger 7.0.0 (Aug 18, 2022)

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    Download for Linux 64-bit (tar.gz)
    File size: 600 MB
    md5sum: 98ffff631adb7298d38194073626817f
    curl -o cellranger-7.0.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-7.0.0.tar.gz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=Pj~eHQkA0XjjS5sbs~vaSsVz6~w2glOPw6hldQTPPu8Cl7glvvM9AU~zJ8j4LStXlsjNM4V6A90VMM3bZfEj2NkCZ-BjK60AvKFIxUlRo5EBu414L0V529uUz09FjdgU~U3UCaof-VZr2x9dwBua8lhFYAzi4w08hoahxy6z1-4ZL8wbYZWdBoUjc3i7JWfSJZtL9xqw6my59z2nM912TrZfdgrycpHrlcdWjiuVlt8sk1bxVZ3ZUyxWqqs5ugac5XolqrRB~~9dCE1GkMokKajLFhOlH6g~V0lvgqPArh-InpC52Y4lkR0uJs55LDgRrxhy9U7HgOtuHTZroH46Sg__"

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Cell Ranger 6.1.2 (Oct 25, 2021)

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    Download for Linux 64-bit (tar.gz)
    File size: 768 MB
    md5sum: 310d4453acacf0eec52e76aded14024c
    curl -o cellranger-6.1.2.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-6.1.2.tar.gz?Expires=1737234033&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=W1yE6m7RcCjitJ-V~dawgSC74ebL62vXjAAOXmXTs0zLjimiUBIKEDg6QIBWwcQ1WP3JoqB06joqyfo~-nJOhB82hiNteY87GFyeirjKT6I00AZJBTznYXb~QmsVbMtt~81MN5RvsiDs6fJqa8HpO2rrrrsIB7mdv6rR~~Y79Ws3USb9a4u0fxNBv-mPy6zGJLaD0ZbmQEs27GLMsXifKsk5fbzImyUqGTEJWUQSjU0uddydc7JV446cqrAIBSJTz9Cy6lzMvJJtvEa-vEtB87VzWNgSPqmnID-c1NjOJ8sqkSZSc-Z77pNkQCviQeNe~C-fltnsWZaIhDSCxlvwIQ__"

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Cell Ranger 6.0.2 (Jun 21, 2021)

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    Download for Linux 64-bit (tar.gz)
    File size: 1.1 GB
    md5sum: 5e98504fcccd3e7257c167f0fea399fa
    curl -o cellranger-6.0.2.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-6.0.2.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=KbSeYlbuIVK6Ihg0tidUsj0w7yGQdi1iiLT7fxkPKvepZq5ye1b~eVi06~cm5CQtuoO1YTc83BBygtBNdkwNjDzErzk7Gj3f4h8q3tEp3R9zGGwzCepG9~yZBzmep3ywZnRjvwc-peSdjYvtflPYBUr4mZkAVnVK0cYgN0iyjpLpGXmLG-FB3RjsUWLtMRXFUUrLYPvPi4Q0Fy6zxo9jH1dSsGADMWSIEGcJK79GvaZHCtY~KDwiyRR3yHkAAjO~QuDA6CZx9zBoQh1AFPqwk9g6k2XRW83jwr6VMIrAMUkGiKjgK1fIOUkndt9UqJvq~87DrBgYNAqDunMhu35UTQ__"

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Cell Ranger 5.0.1 (Dec 16, 2020)

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    Download for Linux 64-bit (tar.gz)
    File size: 955 MB
    md5sum: 8b9d217c160d52902ebcde8608765119
    curl -o cellranger-5.0.1.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-5.0.1.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=M9mVfxCgvGGsLu-Br3Nse1p65RzO3ons67PK20WuJCunmdToveQy94de7nS4Oc51fyqYDHgprVY4spe6ja~bmDmSmPt7SmLL0BubalCjtg0yQywL7Fntdd02kzilqo9EnQtuY61K7saG8dAkiaAUWQeWNCKNr8ZEAvTrGef4aWf90kGjZ5RsePJhYh985Bz9V-M9W0ihhE904eFAy~FXwB1d47QFCyQH0b1T0~yKnyT7-DnupgInNr-FmVk4dhMv7GKoZDIRX5aEGL5cYlGp1TMJCgknbEYjUKCctWQub5XfJRiAMIwzTPgbpQmh3LQFMplLnYKW9L8C3heDLKqXJw__"

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Cell Ranger 4.0.0 (Jul 7, 2020)

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    Download for Linux 64-bit (tar.gz)
    File size: 972 MB
    md5sum: cc4ed44a57570f6ecb3ea5881e01511d
    curl -o cellranger-4.0.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-4.0.0.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=MVxWUhfdQZgCdP3ZjrWJpUGH~CPEqEbId1VBCx-RqS4iNghMTiUi2EFDqJH4~jFsl0uMkONXsHUB52~NdlD7gwRMKCHbllC4YIlQtymtMPK16oXocbsPneA9vvmrJx-0FZZGpxCFpe-FKlYCHGGOXZi7evxz~LSsepxsdXArR4XXmzm9d0DxsCxyWMG6WxukM3Vo6LmcmGQkjaqk61DKbJ9Z8YrU9k~F-cANam6CBIDsbeMmGuXAJX~i7KD~t58v~48-1h6TZckkLe-QStpSh~y0qFQaN2tb6oTHIDRofT6XbcRtG-8BChaV34SzTS8YKEauvjMGze52~0gM6IrX-A__"

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Cell Ranger 3.1.0 (Jul 24, 2019)

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    Download for Linux 64-bit (tar.gz)
    File size: 1.1 GB
    md5sum: a362d62530e9d6a653e5bad5b9c19aba
    curl -o cellranger-3.1.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-3.1.0.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=TczzaZ9iKqvjPktm~tA3wSrhR~JBxXjgvs7NbZkDiELCYmKkpeOhuu1XgQ6gYLnLN37cz0uDN0fb0vWJRqWqF4bUgNhMuUOd4kvqOLisWBOeLytjqZzEGYfp7Rzx401YItkfeAfuQMz~6El4qn4Si3dIWksQiTpCej3871aEmWNb3nIu2MTCkYw513J5t9dIrAL04-6qBL3ZP~3h~opcRqf8DSBDcPHi-o1kIneGb6lyzr-ykIqfLtn9~E47hEAzjxI-ZpVirfC6crjrNuITHdRX7IYnxrms~TMZhfKcPCqT~8n-0Uz3utbMN5z3MIChwy8tnZiAa4yNn42YKAHQZw__"

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Cell Ranger 3.0.2 (Jan 15, 2019)

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    Download for Linux 64-bit (tar.gz)
    File size: 955 MB
    md5sum: 73f3766579e800015f82daedb388fcd3
    curl -o cellranger-3.0.2.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-3.0.2.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=gnz3Q9k~m2~EXGzFe1Hy31G0NXpkdlVrhJzpYUdoox0Jk90J3iSNFvIE13dmZr0wQhOZDEB7ZuttyK5ZirPTFfBckjya9vnoX4bmKnIwJYeE4zY5eQLlv89YmDopqUW4DDDTqb5PrWZKtDMa83T6I5dH~CaHHVYc7KH4tRzIMtvObrgGh2MrKUO-L4Bf97takhbNiJB-Tpm34MS8AnNMbp0Wo~FUaQFLLTnnk5mAb0IEAcFlbIcovthzkQecN1JcBIH2tDQEOe0Y-SkGFB8-EQ47plRBYj6iKtLjMCXwriqEMMENs54wSLwPo6YNB0XFeja-51cqtdtGgZh7NpF9Gg__"

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Cell Ranger 2.2.0 (Jul 31, 2018)

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    Download for Linux 64-bit (tar.gz)
    File size: 663 MB
    md5sum: 021a7c0059c17b29be79f5f10d7017e7
    curl -o cellranger-2.2.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-2.2.0.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=kks09aAi~wUTSMUxAJiZ2X52ddQ246gHidvHIqaVaXIqqDz0hjvpqbfRGxYOEXffYtM6AsGj45l2~Qa2rVOZCSK29c7FjbuwS9xsILrUeQvGl40HfdeeaeYOT7y8eZfao7nFD6OeGVDEePAB2RoK9fc0AhSht3p9hdzIXk7WzGex1kfecq~xQ6VZsmr8vkNxSn4~enJf~0eG8hhKTeQBPCQIQEZCqdNsEFByyi2OTpFTa~y1c6Mae-vl74I5FHSRiaC1JveeAEGe0CyLg092jz~jHKqniffCLGyhHlvrQkbkLqlCOvie6aQRGlubHbhybIHJOmT1HzFg69RQwSkl2w__"

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Cell Ranger 2.1.1 (Feb 26, 2018)

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    Download for Linux 64-bit (tar.gz)
    File size: 683 MB
    md5sum: 52ee46d3cef8d48b17953d6df27aeaa4
    curl -o cellranger-2.1.1.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-2.1.1.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=TfHhNPyUo~4e29TIMwpXqfpc3ZLr3kozzQ1UHltwSk93kP6aud66NmqDTH-MzouUWL9TDPdJjmBePu5LZs~3lNEatdNAPfNWIPS4MuHRDgB7X6Ct7PSUb1JG1eK72DObTxdNP1Yuwlx7btj~7iMKV5iEl2ZVdlTCgj813KEwaaKk6z9BKRgx0-B7TL0axuPzc1kyH5P6UKB9nBhq6eXE-AcestzzEA-MXeX2UlZhfsZIHDrDPODsOLobXU7M1BC9sehRLB3uIacXrAva327vrMCUebDD795-IeBq3ZxU9VhdffCkkx~gnYCXVGlTVXavg0oA5Jz-yZhveK~Gx-eAgg__"

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Cell Ranger 2.0.2 (Sep 8, 2017)

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    Download for Linux 64-bit (tar.gz)
    File size: 732 MB
    md5sum: 4a2526e556f549fadba4a709819d5d05
    curl -o cellranger-2.0.2.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-2.0.2.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=jSFOD0uHe56ZvfsinbpHRCgQJdEWQEe6cdfozE2qvQvG4YggwzKUxfzv8gfHPRJJoVhTBXlRg0N8Uni8Xayzq-5eVP6nkHp3iP114OD1u4mSMugbq-tumyyFmCFnHXvBax6YyXvIdzkXRJmBdKlMnF8vfxIHRyRhgX6rqSkLHDvMgMmKVi7cDECNKzM76OomjWl5AACsarXQuFgAMgXuZU3Je-irfrCtf9ed3nQGyRVcPtp7g34bZbOnsquES4eJO8mTobE5vs4x7GZuPHiIdzirxn8mVgVWJoiD39VL0qS~mDKwv26qrRfBLbAs~3d07l9MIvcyaxGZ~k3cBZ3SdQ__"

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Cell Ranger 1.3.1 (Feb 20, 2017)

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    Download for Linux 64-bit (tar.gz)
    File size: 717 MB
    md5sum: 524bb6a17ad10e242cd294678f4cf7d0
    curl -o cellranger-1.3.1.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-1.3.1.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=jgiaX-XRu0qgJku6w1GONpzH-QwAl48ox9vRetv-tNn5OjXkGJiO3sBHZsW2k151Dm9K~mB99Oy3sFpYdjPJ5hp1nsS5oRFhfN8E5wnPnK0LYKOSh~xxOG-wCH2D1Stz6E1D~p-5nv8JI-Hhb5R1VCyBkUNeeznRSTiYUXUk-DOdYp5dq5WUJbFKLDqHaOnxSPl63NFqZ0IAVM59UVpIWuZXnywTYHDQN-fvnlrGyFnsrSKkt9fKtm~J4Jw1GNOHe-R8w67YQ8q0JQ7goQnBbCpIFQjGNLzbF3V6EtdCAOWj4n3B-KXVcfUlQw7PFk0tBLHSRLPnt-ly6WauUEnSwg__"

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Cell Ranger 1.2.1 (Dec 16, 2016)

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    Download for Linux 64-bit (tar.gz)
    File size: 712 MB
    md5sum: 889dc2908aff03e2a0430786e5c09f45
    curl -o cellranger-1.2.1.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-1.2.1.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=PMlxBJgPKgF8fD1VoykSW7mUVcwWxy-YjasqXdzLotByetTHY1tFOLDrAM0px4b4cQpZl36ZSvbb3lytFbyT~QbdJxOJj9QiWqnnjdkf9ZbLMZmcxKyJHnqM7-Fv6PhQlf3M4znC8owcZY1YWkLUEVIVlrxLdIxuDrxEws8sjAtwWBtkbDOStuw4sVjJhwyuPPtUOuDzngpGuLVuvbS7K1S9ekVXhMbVkJF3Le-sJRuO~OcdGVL7qxx4LEbVub1-7koUf89dpKeQb9hJqYMNY-2n4HrwMAeJNOit5wIAUFdczhNjujqiaShb1gK40E45ftN~SxwKXXdc68IFcFn~OQ__"

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Cell Ranger 1.1.0 (May 26, 2016)

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    Download for Linux 64-bit (tar.gz)
    File size: 395 MB
    md5sum: 9bdf639cd135bb991267683f21469b4c
    curl -o cellranger-1.1.0.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-1.1.0.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=mswm1PGylcNFmNOG-eE3JrT3Gpmy4e~-5PVoi4suSrXaI539jiWIUIkvMpoLKbVk8vN3fBbbiG0Fi38k9wpvq5FhRYs9ud5Elsdj~EZnqnA1n01eceTIpESoQX~sWfL8yuHwC2DTzUYaMZlknBdOC2bzveLbNfXIw2fI2gwKp-Wh6s1-1NUDCEf0And3DexrEUejzloRGkoAT3sYUel4G8waWG4LiVGb5XRCeqHL2k4fSWTHbylPA424avqTTMQVw024xCSUAUaTz5aqhONnMZeDQtjGzwUjZjaOG4bSirX1u1zFAmCNKa2Er6QaqX-T4Kt2A1rxiPPTtX64iF~okQ__"

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Cell Ranger 1.0.1 (Apr 25, 2016)

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    Download for Linux 64-bit (tar.gz)
    File size: 395 MB
    md5sum: 41e529295ceabd111deba0d9f190d791
    curl -o cellranger-1.0.1.tar.gz "https://cf.10xgenomics.com/releases/cell-exp/cellranger-1.0.1.tar.gz?Expires=1737234034&Key-Pair-Id=APKAI7S6A5RYOXBWRPDA&Signature=NhukO632GDhBoErM6l~t3GneEAcAMaRFTz~FUNMXElQeVaz8HWlrfEJj2I1WSuEngHxzOiaNookVSRVS5T2dCwcyR5fR0Rmsa87vg9FmJbudqRlAupnxu4Uq68DAXPfptVhbJG65zLDk96K9gc3IVTwglozBH8LWPhgxjIV7qG46kPvGx88jkSFpFsF79nysWSIskqJUTlMAT64GEJG-SzakbcmmJlfiJaYjHbObx8lLuylQ-U3lzghIYLIJKfyoxxru1dN5ADw~8cbVhwh2dIfTbv9ibCjUwEnfQx8c3HwWISOFVfsoTZMWjvuAwV5NEgnanXGF2oqKpKHA8N0KGA__"

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