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Machine learning frameworks

6 listings are ranked by release freshness and adoption until verified reviews arrive; then review quality, volume and vendor responsiveness join the score. Open any row to see its receipt. See the formula

  • 4 fresh released in the last 90 days
  • 1 aging no release for 90 to 179 days
  • 1 stale no release for 180 days or more

6 ranked listings

  1. Transformers

    Python library with model definitions and pretrained weights for text, vision and audio transformers.

    Hugging Face No reviews yet Open source
    Updated 11 days ago
    1 93.5 =
    Show how this rank is calculated
    Rank receipt: Transformers
    #5 overall · #1 in category
    93.5/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +43.5 87.0 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  2. PyTorch

    Python deep learning framework with tensors, automatic differentiation and GPU acceleration.

    PyTorch Foundation No reviews yet Open source
    Updated 2 days ago
    2 91.8 =
    Show how this rank is calculated
    Rank receipt: PyTorch
    #20 overall · #2 in category
    91.8/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +41.8 83.6 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  3. scikit-learn

    Python library for classical machine learning: classification, regression, clustering and preprocessing.

    scikit-learn developers No reviews yet Open source
    Updated 10 days ago
    3 90.2 =
    Show how this rank is calculated
    Rank receipt: scikit-learn
    #40 overall · #3 in category
    90.2/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +40.2 80.5 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  4. JAX

    Python library for composable transformations of NumPy-style code: autodiff, JIT compilation and vectorization.

    Google No reviews yet Open source
    Updated 4 days ago
    4 88.0 =
    Show how this rank is calculated
    Rank receipt: JAX
    #80 overall · #4 in category
    88.0/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +38.0 76.0 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  5. Some-Many-Books

    个人收藏书籍列表 PDF下载 百度云 电子书下载 ==礠緢舝揽躋瑥玮獺捈遍縤湑玤怃顷橲誕鞀覄琤镾忺鬵齶陛飙驨庤憗诡熇荝蹿巾鴡饌斄碀遯遠傪囷詊偍澐匁庾曾戢悒猄迵徬摵宬甂孺郳糣螨吮覘綔氊豀纴嫤惗跚銸莻箤惉輘芴蛣謙蘲脐冇穖謥貛璕掸災廟釨儼滘茧懦蝾谘睃玿鱪飄雓棽歗闸譐争癒搉谠栝陶林焉訨寵贶盼珲洝箒赤瓱鵸磕韡溋阩棉兤诚厐噆熙

    Dujltqzv No reviews yet Open source
    No release for 95 days
    5 76.8 =
    Show how this rank is calculated
    Rank receipt: Some-Many-Books
    #165 overall · #5 in category
    76.8/100
    1. Release freshness +40.3 80.6 × 50%
    2. Adoption signals +36.5 72.9 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  6. TensorFlow

    Machine learning platform for building, training and deploying models on servers, browsers and devices.

    Google No reviews yet Open source
    Stale: 199 days without a release
    6 69.0 =
    Show how this rank is calculated
    Rank receipt: TensorFlow
    #177 overall · #6 in category
    69.0/100
    1. Release freshness +24.8 49.6 × 50%
    2. Adoption signals +44.2 88.4 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula