landscape.yml

landscape:
  - category:
    name: Machine Learning
    subcategories:
      - subcategory:
        name: Framework
        items:
          - item:
            name: Accord.NET
            homepage_url: http://accord-framework.net/
            repo_url: https://github.com/accord-net/framework
            logo: accord-net.svg
            crunchbase: https://www.crunchbase.com/organization/accord-net-framework-project
          - item:
            name: AutoGen
            homepage_url: https://github.com/microsoft/autogen
            repo_url: https://github.com/microsoft/autogen
            logo: autogen.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Candle
            homepage_url: https://github.com/huggingface/candle
            repo_url: https://github.com/huggingface/candle
            logo: candle.svg
            crunchbase: https://www.crunchbase.com/organization/hugging-face
          - item:
            name: LightGBM
            homepage_url: https://github.com/Microsoft/LightGBM
            repo_url: https://github.com/Microsoft/LightGBM
            logo: lightgbm.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Mahout
            homepage_url: https://mahout.apache.org/
            repo_url: https://github.com/apache/mahout
            logo: mahout.svg
            twitter: https://twitter.com/ApacheMahout
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: ML.net
            homepage_url: https://dotnet.microsoft.com/en-us/apps/machinelearning-ai/ml-dotnet
            repo_url: https://github.com/dotnet/machinelearning
            logo: ml-net.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Ray
            homepage_url: https://bair.berkeley.edu/blog/2018/01/09/ray/
            repo_url: https://github.com/ray-project/ray
            logo: ray.svg
            crunchbase: https://www.crunchbase.com/organization/university-of-california-berkeley
          - item:
            name: ZenML
            homepage_url: https://zenml.io/
            repo_url: https://github.com/zenml-io/zenml
            logo: zenml.svg
            twitter: https://twitter.com/zenml_io
            crunchbase: https://www.crunchbase.com/organization/maiot-c7f4
      - subcategory:
        name: Platform
        items:
          - item:
            name: Alink
            homepage_url: https://github.com/alibaba/Alink
            repo_url: https://github.com/alibaba/Alink
            logo: alink.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
          - item:
            name: Angel-ML
            homepage_url: https://angelml.ai/
            project: graduated
            repo_url: https://github.com/Angel-ML/angel
            logo: angel.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Apache SystemML
            homepage_url: https://systemds.apache.org
            repo_url: https://github.com/apache/systemds
            logo: apache-system-ml.svg
            twitter: https://twitter.com/ApacheSystemML
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: AX
            homepage_url: https://ax.dev/
            repo_url: https://github.com/facebook/Ax
            logo: ax.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Cortex
            homepage_url: https://www.cortex.dev/
            repo_url: https://github.com/cortexlabs/cortex
            logo: cortex.svg
            crunchbase: https://www.crunchbase.com/organization/cortex-dev
          - item:
            name: ForestFlow
            homepage_url: https://forestflow.ai
            project: incubating
            repo_url: https://github.com/ForestFlow/ForestFlow
            logo: forestflow.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: H2o.ai
            homepage_url: https://www.h2o.ai/
            repo_url: https://github.com/h2oai/h2o-3
            logo: h2o-ai.svg
            crunchbase: https://www.crunchbase.com/organization/h2o-2
          - item:
            name: Kubeflow
            homepage_url: https://www.kubeflow.org/
            repo_url: https://github.com/kubeflow/kubeflow
            logo: kubeflow.svg
            twitter: https://twitter.com/kubeflow
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: Metaflow
            homepage_url: https://metaflow.org/
            repo_url: https://github.com/Netflix/metaflow
            logo: metaflow.svg
            twitter: https://twitter.com/MetaflowOSS
            crunchbase: https://www.crunchbase.com/organization/netflix
          - item:
            name: MLFlow
            homepage_url: https://mlflow.org/
            repo_url: https://github.com/mlflow/mlflow
            logo: mlflow.svg
            twitter: https://twitter.com/MLflow
            crunchbase: https://www.crunchbase.com/organization/databricks
          - item:
            name: Open Platform for Enterprise AI (OPEA)
            homepage_url: https://opea.dev
            project: sandbox
            repo_url: https://github.com/opea-project/GenAIExamples
            logo: opea.svg
            twitter: https://twitter.com/opeadev
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: PredictionIO
            homepage_url: https://predictionio.apache.org/
            repo_url: https://github.com/apache/predictionio
            logo: apache-predictionio.svg
            twitter: https://twitter.com/ApachePIO
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Seldon
            homepage_url: https://www.seldon.io/
            repo_url: https://github.com/SeldonIO/seldon-core
            logo: seldon.svg
            crunchbase: https://www.crunchbase.com/organization/seldon
          - item:
            name: Vowpal Wabbit
            homepage_url: https://github.com/VowpalWabbit/vowpal_wabbit/wiki
            repo_url: https://github.com/VowpalWabbit/vowpal_wabbit
            logo: vowpal-wabbit.svg
            crunchbase: https://www.crunchbase.com/organization/microsoft
      - subcategory:
        name: Library
        items:
          - item:
            name: 1chipML
            homepage_url: https://github.com/1chipML/
            project: sandbox
            repo_url: https://github.com/1chipML/1chipML
            logo: 1chipML.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: AutoGluon
            homepage_url: https://auto.gluon.ai/
            repo_url: https://github.com/awslabs/autogluon
            logo: autogluon.svg
            twitter: https://twitter.com/autogluon
            crunchbase: https://www.crunchbase.com/organization/amazon-web-services
          - item:
            name: CatBoost
            homepage_url: https://catboost.ai
            repo_url: https://github.com/catboost/catboost
            logo: catboost.svg
            twitter: https://twitter.com/catboostml
            crunchbase: https://www.crunchbase.com/organization/yandex
          - item:
            name: DeepCausality
            homepage_url: https://DeepCausality.com
            project: sandbox
            repo_url: https://github.com/deepcausality-rs/deep_causality
            logo: deepcausality.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Flashlight
            homepage_url: https://github.com/flashlight/flashlight
            repo_url: https://github.com/flashlight/flashlight
            logo: flashlight.svg
            twitter: https://twitter.com/MetaAI
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: IREE
            homepage_url: https://www.iree.dev/
            project: sandbox
            repo_url: https://github.com/iree-org/iree
            logo: iree2.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: MediaPipe
            homepage_url: https://mediapipe.dev/
            repo_url: https://github.com/google/mediapipe
            logo: mediapipe.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: mlpack
            homepage_url: https://www.mlpack.org/
            repo_url: https://github.com/mlpack/mlpack
            logo: mlpack.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/georgia-institute-of-technology
          - item:
            name: Nilearn
            homepage_url: https://nilearn.github.io/
            repo_url: https://github.com/nilearn/nilearn
            logo: nilearn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/inria
          - item:
            name: OpenCV
            homepage_url: https://opencv.org
            repo_url: https://github.com/opencv/opencv
            logo: open-cv.svg
            crunchbase: https://www.crunchbase.com/organization/opencv
          - item:
            name: OpenNN
            homepage_url: https://www.opennn.net
            repo_url: https://github.com/Artelnics/OpenNN
            logo: opennn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/artelnics
          - item:
            name: PyCaret
            homepage_url: https://pycaret.org/
            repo_url: https://github.com/pycaret/pycaret
            logo: pycaret.svg
            crunchbase: https://www.crunchbase.com/organization/pycaret
          - item:
            name: Recommenders
            homepage_url: https://microsoft-recommenders.readthedocs.io/
            project: sandbox
            repo_url: https://github.com/microsoft/recommenders
            license: MIT
            logo: recommenders.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: SapientML
            homepage_url: https://github.com/sapientml/sapientml
            project: sandbox
            repo_url: https://github.com/sapientml/sapientml
            logo: sapientml.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: SciKit-learn
            homepage_url: https://scikit-learn.org/stable/
            repo_url: https://github.com/scikit-learn/scikit-learn
            logo: sci-kit-learn.svg
            twitter: https://twitter.com/scikit_learn
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: Shogun
            homepage_url: https://www.shogun.ml/
            repo_url: https://github.com/shogun-toolbox/shogun
            logo: shogun.svg
            twitter: https://twitter.com/ShogunML
            crunchbase: https://www.crunchbase.com/organization/numfocus
          - item:
            name: Sonnet
            homepage_url: https://sonnet.dev/
            repo_url: https://github.com/deepmind/Sonnet
            logo: sonnet.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/google
          - item:
            name: TransmogrifAI
            homepage_url: https://transmogrif.ai/
            repo_url: https://github.com/salesforce/TransmogrifAI
            logo: transmogrifai.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/salesforce
          - item:
            name: XGBoost
            homepage_url: https://xgboost.ai/
            repo_url: https://github.com/dmlc/xgboost
            logo: xgboost.svg
            crunchbase: https://www.crunchbase.com/organization/xgboost
          - item:
            name: xLearn
            homepage_url: https://xlearn-doc.readthedocs.io/en/latest/index.html
            repo_url: https://github.com/aksnzhy/xlearn
            logo: xlearn.svg
            crunchbase: https://www.crunchbase.com/organization/xlearn-open-source-projects
  - category:
    name: Deep Learning
    subcategories:
      - subcategory:
        name: Framework
        items:
          - item:
            name: Apache SINGA
            homepage_url: https://singa.apache.org/en/index.html
            repo_url: https://github.com/apache/singa
            logo: apache-singa.svg
            twitter: https://twitter.com/ApacheSinga
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: Chainer
            homepage_url: https://chainer.org/
            repo_url: https://github.com/chainer/chainer
            logo: chainer.svg
            twitter: https://twitter.com/CuPy_Team
            crunchbase: https://www.crunchbase.com/organization/preferred-networks
          - item:
            name: CNTK
            homepage_url: https://docs.microsoft.com/en-us/cognitive-toolkit/
            repo_url: https://github.com/Microsoft/CNTK
            logo: cntk.svg
            twitter: https://twitter.com/mscntk
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: DeepRec
            homepage_url: https://deeprec.readthedocs.io/
            project: sandbox
            repo_url: https://github.com/alibaba/DeepRec
            license: Apache 2.0
            logo: deeprec.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Dynamic Neural Network Toolkit
            homepage_url: https://dynet.readthedocs.io/en/latest/
            repo_url: https://github.com/clab/dynet
            logo: dynet.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/carnegie-mellon-university
          - item:
            name: euler
            homepage_url: https://github.com/alibaba/euler
            repo_url: https://github.com/alibaba/euler
            logo: euler.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
          - item:
            name: MindSpore
            homepage_url: https://www.mindspore.cn/en
            repo_url: https://github.com/mindspore-ai/mindspore
            logo: mindspore.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/huawei
          - item:
            name: MXNet
            homepage_url: https://mxnet.apache.org/versions/1.6
            repo_url: https://github.com/apache/incubator-mxnet
            logo: apache-mxnet.svg
            twitter: https://twitter.com/ApacheMXNet
            crunchbase: https://www.crunchbase.com/organization/apache
          - item:
            name: ncnn
            homepage_url: https://github.com/Tencent/ncnn
            repo_url: https://github.com/Tencent/ncnn
            logo: ncnn.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/tencent
          - item:
            name: PaddlePaddle
            homepage_url: https://www.paddlepaddle.org.cn
            repo_url: https://github.com/PaddlePaddle/Paddle
            logo: paddlepaddle.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/baidu
          - item:
            name: Pythia
            homepage_url: https://github.com/facebookresearch/mmf
            repo_url: https://github.com/facebookresearch/mmf
            logo: pythia.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: PyTorch
            homepage_url: https://pytorch.org/
            repo_url: https://github.com/pytorch/pytorch
            logo: py-torch.svg
            twitter: https://twitter.com/PyTorch
            crunchbase: https://www.crunchbase.com/organization/pytorch
          - item:
            name: Ryoma
            homepage_url: https://github.com/project-ryoma/ryoma
            project: sandbox
            repo_url: https://github.com/project-ryoma/ryoma
            logo: ryoma.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: ShaderNN
            homepage_url: https://github.com/inferenceengine/shadernn
            project: sandbox
            repo_url: https://github.com/inferenceengine/shadernn
            logo: ShaderNN.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: Tensorflow
            homepage_url: https://www.tensorflow.org/
            repo_url: https://github.com/tensorflow/tensorflow
            logo: tensorflow.svg
            twitter: https://twitter.com/TensorFlow
            crunchbase: https://www.crunchbase.com/organization/google
      - subcategory:
        name: Platform
        items:
          - item:
            name: DeepDetect
            homepage_url: https://www.deepdetect.com/
            repo_url: https://github.com/jolibrain/deepdetect
            logo: deepdetect.svg
            twitter: https://twitter.com/jolibrain
            crunchbase: https://www.crunchbase.com/organization/jolibrain
          - item:
            name: Determined AI
            homepage_url: https://www.determined.ai
            repo_url: https://github.com/determined-ai/determined
            logo: determined-ai.svg
            twitter: https://twitter.com/determinedai
            crunchbase: https://www.crunchbase.com/organization/determined-ai
          - item:
            name: Onepanel
            homepage_url: https://docs.onepanel.ai
            repo_url: https://github.com/onepanelio/onepanel
            logo: onepanel.svg
            crunchbase: https://www.crunchbase.com/organization/onepanel
          - item:
            name: Polyaxon
            homepage_url: https://polyaxon.com
            repo_url: https://github.com/polyaxon/polyaxon
            logo: polyaxon.svg
            twitter: https://www.twitter.com/polyaxonAI
            crunchbase: https://www.crunchbase.com/organization/polyaxon
          - item:
            name: TonY
            homepage_url: https://github.com/tony-framework/TonY
            project: incubating
            repo_url: https://github.com/tony-framework/TonY
            logo: tony.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: X-DeepLearning
            homepage_url: https://github.com/alibaba/x-deeplearning
            repo_url: https://github.com/alibaba/x-deeplearning
            logo: x-deeplearning.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/alibaba
      - subcategory:
        name: Library
        items:
          - item:
            name: BigDL
            homepage_url: https://bigdl-project.github.io/0.9.0/
            repo_url: https://github.com/intel-analytics/BigDL
            logo: bigdl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: Catalyst
            homepage_url: https://github.com/catalyst-team/catalyst
            repo_url: https://github.com/catalyst-team/catalyst
            logo: catalyst.svg
            crunchbase: https://www.crunchbase.com/organization/catalyst-team
          - item:
            name: Eclipse Deeplearning4j
            homepage_url: https://deeplearning4j.konduit.ai/
            repo_url: https://github.com/eclipse/deeplearning4j
            logo: deeplearning4j.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/eclipse-foundation
          - item:
            name: fast.ai
            homepage_url: https://www.fast.ai/
            repo_url: https://github.com/fastai/fastai
            logo: fast-ai.svg
            twitter: https://twitter.com/fastdotai
            crunchbase: https://www.crunchbase.com/organization/fast-ai
          - item:
            name: Keras
            homepage_url: https://keras.io/
            repo_url: https://github.com/keras-team/keras
            logo: keras.svg
            twitter: https://twitter.com/fchollet
            crunchbase: https://www.crunchbase.com/organization/keras
          - item:
            name: Neural Network Libraries
            homepage_url: https://nnabla.org
            repo_url: https://github.com/sony/nnabla
            logo: nnl.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/sony
          - item:
            name: PyTorch Ignite
            homepage_url: https://pytorch.org/ignite/
            repo_url: https://github.com/pytorch/ignite
            logo: py-torch-ignite.svg
            twitter: https://twitter.com/pytorch_ignite
            crunchbase: https://www.crunchbase.com/organization/pytorch
          - item:
            name: PyTorch Lightning
            homepage_url: https://github.com/PyTorchLightning/pytorch-lightning
            repo_url: https://github.com/PyTorchLightning/pytorch-lightning
            logo: pytorch-lightning.svg
            twitter: https://twitter.com/pytorchlightnin
            crunchbase: https://www.crunchbase.com/organization/pytorch-lightning
          - item:
            name: PyTorchVideo
            homepage_url: https://pytorchvideo.org/
            repo_url: https://github.com/facebookresearch/pytorchvideo
            logo: py-torch-video.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/pytorch
      - subcategory:
        name: Tool
        items:
          - item:
            name: BeyondML
            homepage_url: https://github.com/Beyond-ML-Labs/mann
            project: sandbox
            repo_url: https://github.com/Beyond-ML-Labs/mann
            logo: BeyondML.svg
            crunchbase: https://www.crunchbase.com/organization/lf-artificial-intelligence-foundation
          - item:
            name: BoTorch
            homepage_url: https://botorch.org/
            repo_url: https://github.com/pytorch/botorch
            logo: botorch.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Neural Network Distiller
            homepage_url: https://nervanasystems.github.io/distiller/
            repo_url: https://github.com/IntelLabs/distiller
            logo: distiller.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: Plaid ML
            homepage_url: https://www.intel.com/content/www/us/en/artificial-intelligence/plaidml.html
            repo_url: https://github.com/plaidml/plaidml
            logo: plaidml.svg
            twitter: https://twitter.com/plaidml
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: PyTorch BigGraph
            homepage_url: https://torchbiggraph.readthedocs.io/en/latest/
            repo_url: https://github.com/facebookresearch/PyTorch-BigGraph
            logo: pytorch-biggraph.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: PyTorch Geometric
            homepage_url: https://pytorch-geometric.readthedocs.io/en/latest
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            crunchbase: https://www.crunchbase.com/organization/ibm
          - item:
            name: Microsoft Corporation
            homepage_url: https://microsoft.com/
            logo: microsoft_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Neural Magic
            homepage_url: https://neuralmagic.com/
            logo: neural_magic.svg
            organization:
              name: Neural Magic
              linkedin: https://www.linkedin.com/company/neural-magic
          - item:
            name: NVIDIA Corporation
            homepage_url: https://nvidia.com/
            logo: nvidia_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/nvidia
          - item:
            name: SAS Institute Inc.
            homepage_url: https://sas.com/
            logo: sas_institute_inc.svg
            crunchbase: https://www.crunchbase.com/organization/sas
          - item:
            name: The 4th Paradigm Technology Co., Ltd
            homepage_url: https://4paradigm.com/
            logo: the_4th_paradigm_technology_co.svg
            crunchbase: https://www.crunchbase.com/organization/paradigm4
          - item:
            name: ZTE Corporation
            homepage_url: https://zte.com.cn/
            logo: zte_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/zte-corporation
      - subcategory:
        name: General
        items:
          - item:
            name: Advanced Micro Devices (AMD)
            homepage_url: https://amd.com/
            logo: advanced_micro_devices_amd.svg
            twitter: https://twitter.com/AMD
            crunchbase: https://www.crunchbase.com/organization/amd
          - item:
            name: Alibaba Cloud (Singapore) Private LTD
            homepage_url: https://alibaba-inc.com/
            logo: alibaba_cloud_singapore_private_ltd.svg
            twitter: https://twitter.com/AlibabaB2B
            crunchbase: https://www.crunchbase.com/organization/alibaba-cloud
          - item:
            name: Alipay (Hangzhou) Information Technology Co., Ltd.
            homepage_url: https://global.alipay.com/
            logo: alipay_hangzhou_information_technology_co_ltd.svg
            organization:
              name: Alipay (Hangzhou) Information Technology Co., Ltd.
          - item:
            name: Astronomer, Inc.
            homepage_url: https://astronomer.io/
            logo: astronomer_inc.svg
            twitter: https://twitter.com/astronomerio
            crunchbase: https://www.crunchbase.com/organization/astronomer
          - item:
            name: Cloudera, Inc.
            homepage_url: https://cloudera.com/
            logo: cloudera_inc.svg
            crunchbase: https://www.crunchbase.com/organization/cloudera
          - item:
            name: CloudGeometry Inc.
            homepage_url: https://cloudgeometry.io/
            logo: cloudgeometry_inc.svg
            crunchbase: https://www.crunchbase.com/organization/cloudgeometry
          - item:
            name: Datastrato
            homepage_url: https://datastrato.com/
            logo: datastrato.svg
            organization:
              name: Datastrato
          - item:
            name: DMetaSoul
            homepage_url: https://dmetasoul.com/
            logo: dmetasoul.svg
            organization:
              name: DMetaSoul
          - item:
            name: Douyin Vision Co., Ltd.
            homepage_url: https://bytedance.com/
            logo: douyin_vision_co_ltd.svg
            twitter: https://twitter.com/BytedanceTalk
            crunchbase: https://www.crunchbase.com/organization/bytedance
          - item:
            name: Fujitsu Limited
            homepage_url: https://fujitsu.com/
            logo: fujitsu_limited.svg
            crunchbase: https://www.crunchbase.com/organization/fujitsu
          - item:
            name: FuriosaAI, Inc.
            homepage_url: https://furiosa.ai/
            logo: furiosaai_inc.svg
            organization:
              name: FuriosaAI, Inc.
              linkedin: https://www.linkedin.com/company/furiosaai
          - item:
            name: Futurewei Technologies, Inc.
            homepage_url: https://futurewei.com/
            logo: futurewei_technologies_inc.svg
            crunchbase: https://www.crunchbase.com/organization/futurewei-technologies
          - item:
            name: GitCode
            homepage_url: https://gitcode.csdn.net/
            logo: gitcode.svg
            crunchbase: https://www.crunchbase.com/organization/csdn
          - item:
            name: New Relic, Inc.
            homepage_url: https://newrelic.com/
            logo: new_relic_inc.svg
            crunchbase: https://www.crunchbase.com/organization/new-relic
          - item:
            name: Nokia Corporation
            homepage_url: https://nokia.com/
            logo: nokia_corporation.svg
            crunchbase: https://www.crunchbase.com/organization/nokia
          - item:
            name: Okahu Inc
            homepage_url: https://okahu.ai/
            logo: okahu_inc.svg
            crunchbase: https://www.crunchbase.com/organization/okahu
          - item:
            name: Posit
            homepage_url: https://posit.co/
            logo: posit.svg
            crunchbase: https://www.crunchbase.com/organization/posit
          - item:
            name: Precisely Holdings, LLC
            homepage_url: https://precisely.com/
            logo: precisely_holdings_llc.svg
            crunchbase: https://www.crunchbase.com/organization/precisely-write
          - item:
            name: Red Hat, Inc.
            homepage_url: https://redhat.com/
            logo: red_hat_inc.svg
            twitter: https://twitter.com/RedHat
            crunchbase: https://www.crunchbase.com/organization/red-hat
          - item:
            name: Union.ai
            homepage_url: https://union.ai/
            logo: union.svg
            crunchbase: https://www.crunchbase.com/organization/union-ai
          - item:
            name: Zilliz
            homepage_url: https://zilliz.com/
            logo: zilliz.svg
            crunchbase: https://www.crunchbase.com/organization/zilliz
      - subcategory:
        name: Associate
        items:
          - item:
            name: AI for People
            homepage_url: https://aiforpeople.org/
            logo: ai_for_people.svg
            twitter: https://twitter.com/AIforPeople
            organization:
              name: AI for People
              linkedin: https://www.linkedin.com/company/ai-for-people
          - item:
            name: AIDAUG
            homepage_url: https://aidaug.org/
            logo: aidaug.svg
            organization:
              name: AIDAUG
              linkedin: https://www.linkedin.com/company/aidaug
          - item:
            name: aivancity School for Technology Business & Society
            homepage_url: https://aivancity.ai/
            logo: aivancity_school_for_technology_business_society.svg
            twitter: https://twitter.com/aivancityschool
            organization:
              name: aivancity School for Technology Business & Society
          - item:
            name: Ambianic.ai
            homepage_url: https://ambianic.ai/
            logo: ambianic.svg
            twitter: https://twitter.com/ambianicai
            organization:
              name: Ambianic.ai
              linkedin: https://www.linkedin.com/company/ambianicai
          - item:
            name: Banque de France
            homepage_url: https://banque-france.fr/
            logo: banque_de_france.svg
            crunchbase: https://www.crunchbase.com/organization/banque-de-france
          - item:
            name: Beijing Academy of Artificial Intelligence aka Zhiyuan Institute
            homepage_url: https://baai.ac.cn/
            logo: beijing_academy_of_artificial_intelligence_aka_zhiyuan_institute.svg
            crunchbase: https://www.crunchbase.com/organization/baai
          - item:
            name: Chaitanya Bharathi Institute Of Technology
            homepage_url: https://cbit.ac.in/
            logo: chaitanya_bharathi_institute_of_technology.svg
            twitter: https://twitter.com/CBIThyd
            crunchbase: https://www.crunchbase.com/organization/chaitanya-bharathi-institute-of-technology
          - item:
            name: China Academy of Information and Communications Technology (CAICT)
            homepage_url: https://caict.ac.cn/
            logo: china_academy_of_information_and_communications_technology_caict.svg
            crunchbase: https://www.crunchbase.com/organization/china-academy-of-information-and-communication-technology
          - item:
            name: Columbia University
            homepage_url: https://columbia.edu/
            logo: columbia_university.svg
            twitter: https://twitter.com/Columbia
            crunchbase: https://www.crunchbase.com/organization/columbia-university
          - item:
            name: Common Crawl Foundation
            homepage_url: https://commoncrawl.org/
            logo: common_crawl_foundation.svg
            crunchbase: https://www.crunchbase.com/organization/common-crawl
          - item:
            name: EleutherAI
            homepage_url: https://eleuther.ai/
            logo: eleutherai.svg
            organization:
              name: EleutherAI
              linkedin: https://www.linkedin.com/company/eleutherai
          - item:
            name: Ersilia Open Source Initiative
            homepage_url: https://ersilia.io/
            logo: ersilia_open_source_initiative.svg
            twitter: https://twitter.com/ersiliaio
            organization:
              name: Ersilia Open Source Initiative
              linkedin: https://www.linkedin.com/company/ersiliaio
          - item:
            name: Ewha Institute for Biomedical Law & Ethics
            homepage_url: https://my.ewha.ac.kr/
            logo: ewha_institute_for_biomedical_law_ethics.svg
            crunchbase: https://www.crunchbase.com/organization/ewha-womans-university
          - item:
            name: Galgotias University
            homepage_url: https://galgotiasuniversity.edu.in/
            logo: galgotias_university.svg
            twitter: https://twitter.com/iicgalgotiasuni
            crunchbase: https://www.crunchbase.com/organization/galgotias-university
          - item:
            name: High School Technology Services
            homepage_url: https://myhsts.org/
            logo: high_school_technology_services.svg
            twitter: https://twitter.com/MyHSTS
            crunchbase: https://www.crunchbase.com/organization/high-school-technical-services
          - item:
            name: Human Feedback Foundation
            homepage_url: https://humanfeedback.io/
            logo: human_feedback_foundation.svg
            organization:
              name: Human Feedback Foundation
              linkedin: https://www.linkedin.com/company/human-feedback-foundation
          - item:
            name: InternLM
            homepage_url: https://internlm.org/
            logo: internlm.svg
            organization:
              name: InternLM
          - item:
            name: ISSIP
            homepage_url: https://issip.org/
            logo: issip.svg
            twitter: https://twitter.com/The_ISSIP
            crunchbase: https://www.crunchbase.com/organization/international-society-of-service-innovation-professionals
          - item:
            name: Ken Kennedy Institute
            homepage_url: https://kenkennedy.rice.edu/
            logo: ken_kennedy_institute.svg
            twitter: https://twitter.com/RiceUniversity
            crunchbase: https://www.crunchbase.com/organization/ken-kennedy-institute
          - item:
            name: Montreal AI Ethics Institute
            homepage_url: https://montrealethics.ai/
            logo: montreal_ai_ethics_institute.svg
            twitter: https://twitter.com/mtlaiethics
            organization:
              name: Montreal AI Ethics Institute
              linkedin: https://www.linkedin.com/company/mtlaiethics
          - item:
            name: New York University
            homepage_url: https://nyu.edu/
            logo: new_york_university.svg
            crunchbase: https://www.crunchbase.com/organization/new-york-university
          - item:
            name: NIPA
            homepage_url: https://nipa.kr/
            logo: nipa.svg
            crunchbase: https://www.crunchbase.com/organization/national-it-industry-promotion-agency
          - item:
            name: OdiseIA
            homepage_url: https://odiseia.org/
            logo: odiseia.svg
            organization:
              name: OdiseIA
              linkedin: https://www.linkedin.com/company/odiseia
          - item:
            name: One Fact Foundation
            homepage_url: https://onefact.org/
            logo: one_fact_foundation.svg
            twitter: https://twitter.com/onefact_org
            organization:
              name: One Fact Foundation
              linkedin: https://www.linkedin.com/company/onefact
          - item:
            name: OpenI
            homepage_url: https://openi.pcl.ac.cn/
            logo: openi.svg
            crunchbase: https://www.crunchbase.com/organization/openi
          - item:
            name: OpenUK
            homepage_url: https://openuk.uk/
            logo: openuk.svg
            crunchbase: https://www.crunchbase.com/organization/openuk
          - item:
            name: Penn State Great Valley - The Pennsylvania State University
            homepage_url: https://greatvalley.psu.edu/
            logo: penn_state_great_valley_the_pennsylvania_state_university.svg
            crunchbase: https://www.crunchbase.com/organization/pennsylvania-state-university
          - item:
            name: Pranveer Singh Institute Of Technology
            homepage_url: https://psit.ac.in/
            logo: pranveer_singh_institute_of_technology.svg
            twitter: https://twitter.com/PSITKanpur2004
            organization:
              name: Pranveer Singh Institute Of Technology
              linkedin: https://www.linkedin.com/company/psit-kanpur-pranveer-singh-institute-of-technology-
          - item:
            name: QuantUniversity
            homepage_url: https://quantuniversity.com/
            logo: quantuniversity.svg
            twitter: https://twitter.com/quantUniversity
            crunchbase: https://www.crunchbase.com/organization/quantitative-insights
          - item:
            name: Rensselaer Polytechnic Institute
            homepage_url: https://rpi.edu/
            logo: rensselaer_polytechnic_institute.svg
            twitter: https://twitter.com/rpi
            crunchbase: https://www.crunchbase.com/organization/rensselaer-polytechnic-institute
          - item:
            name: Sahyadri College of Engineering & Management
            homepage_url: https://sahyadri.edu.in/
            logo: sahyadri_college_of_engineering_management.svg
            crunchbase: https://www.crunchbase.com/organization/sahyadri-college-of-engineering-and-management
          - item:
            name: Shanghai OpenSource Information Technology Association
            homepage_url: https://shanghaiopen.org.cn/
            logo: shanghai_opensource_information_technology_association.svg
            organization:
              name: Shanghai OpenSource Information Technology Association
          - item:
            name: The Institute for Ethical AI & Machine Learning
            homepage_url: https://ethical.institute/
            logo: the_institute_for_ethical_ai_machine_learning.svg
            twitter: https://twitter.com/EthicalML
            organization:
              name: The Institute for Ethical AI & Machine Learning
              linkedin: https://www.linkedin.com/company/the-institute-for-ethical-machine-learning
          - item:
            name: Thinkerland
            homepage_url: https://thinkerland.org/
            logo: thinkerland.svg
            organization:
              name: Thinkerland
              linkedin: https://www.linkedin.com/company/thinkerland
          - item:
            name: Transport for NSW
            homepage_url: https://transport.nsw.gov.au/
            logo: transport_for_nsw.svg
            twitter: https://twitter.com/TransportforNSW
            organization:
              name: Transport for NSW
              linkedin: https://www.linkedin.com/company/transport-for-nsw
          - item:
            name: University of Michigan
            homepage_url: https://ai.engin.umich.edu/
            logo: university_of_michigan.svg
            crunchbase: https://www.crunchbase.com/organization/university-of-michigan-ann-arbor
          - item:
            name: University of Washington
            homepage_url: https://uw.edu/
            logo: university_of_washington.svg
            crunchbase: https://www.crunchbase.com/organization/university-of-washington
          - item:
            name: Université Libre de Tunis
            homepage_url: https://ult-tunisie.com/
            logo: universite_libre_de_tunis.svg
            twitter: https://twitter.com/ULT_Tunisie
            crunchbase: https://www.crunchbase.com/organization/universit%C3%A9-libre-de-tunis
          - item:
            name: velammal college of engineering and technology
            homepage_url: https://vcet.ac.in/
            logo: velammal_college_of_engineering_and_technology.svg
            organization:
              name: velammal college of engineering and technology
              linkedin: https://www.linkedin.com/company/velammal-college-of-engineering-and-technology
          - item:
            name: Wikimedia Deutschland e. V.
            homepage_url: https://wikimedia.de/
            logo: wikimedia_deutschland_e_v.svg
            twitter: https://twitter.com/WikimediaDE
            crunchbase: https://www.crunchbase.com/organization/wikimedia-deutschland-e-v
          - item:
            name: World Ethical Data Foundation
            homepage_url: https://worldethicaldata.org/
            logo: world_ethical_data_foundation.svg
            twitter: https://twitter.com/WEDF_foundation
            organization:
              name: World Ethical Data Foundation
              linkedin: https://www.linkedin.com/company/world-ethical-data-forum
          - item:
            name: XPRIZE
            homepage_url: https://xprize.org/
            logo: xprize.svg
            crunchbase: https://www.crunchbase.com/organization/x-prize-foundation
  - category:
    name: Hosting Companies
    subcategories:
      - subcategory:
        name: Hosting Companies
        items:
          - item:
            name: Alipay (Hangzhou) Information Technology Co., Ltd. (hosting)
            homepage_url: https://global.alipay.com/
            logo: ant-group.svg
            organization:
              name: Alipay (Hangzhou) Information Technology Co., Ltd.
          - item:
            name: Amazon (hosting)
            homepage_url: https://amazon.com/
            logo: amazon.svg
            crunchbase: https://www.crunchbase.com/organization/amazon
          - item:
            name: AT&T (hosting)
            homepage_url: https://att.com/
            logo: att.svg
            crunchbase: https://www.crunchbase.com/organization/at-t
          - item:
            name: BAAI (hosting)
            homepage_url: https://baai.ac.cn/
            logo: baai.svg
            crunchbase: https://www.crunchbase.com/organization/baai
          - item:
            name: Baidu (hosting)
            homepage_url: https://www.baidu.com/
            logo: baidu.svg
            twitter: https://twitter.com/Baidu_Inc
            crunchbase: https://www.crunchbase.com/organization/baidu
          - item:
            name: BasicAI(hosting)
            homepage_url: https://basic.ai/
            logo: basicai.svg
            crunchbase: https://www.crunchbase.com/organization/basicai
          - item:
            name: Bloomberg (hosting)
            homepage_url: https://www.bloomberg.com/tosv2.html
            logo: bloomberg.svg
            crunchbase: https://www.crunchbase.com/organization/bloomberg
          - item:
            name: data.world (hosting)
            homepage_url: https://data.world/
            logo: dataworld.svg
            crunchbase: https://www.crunchbase.com/organization/data-world
          - item:
            name: Databricks Inc. (hosting)
            homepage_url: https://databricks.com/
            logo: databricks_inc.svg
            crunchbase: https://www.crunchbase.com/organization/databricks
          - item:
            name: Datakin (hosting)
            homepage_url: https://datakin.com/
            logo: datakin.svg
            crunchbase: https://www.crunchbase.com/organization/datakin
          - item:
            name: DiDi (hosting)
            homepage_url: https://www.didiglobal.com/
            logo: didi.svg
            twitter: https://twitter.com/didiglobal
            crunchbase: https://www.crunchbase.com/organization/zte-corporation
          - item:
            name: DMetaSoul (hosting)
            homepage_url: https://dmetasoul.com/
            logo: dmetasoul.svg
            crunchbase: https://www.crunchbase.com/organization/dmetasoul
          - item:
            name: Dreamworks (hosting)
            homepage_url: https://dreamworks.com/
            logo: dreamworks.svg
            crunchbase: https://www.crunchbase.com/organization/dreamworks-animation
          - item:
            name: Emet Labs (hosting)
            homepage_url: https://emet-labs.com/
            logo: emet-labs.svg
            crunchbase: https://www.crunchbase.com/organization/emet-labs-financial-research
          - item:
            name: Ericsson (hosting)
            homepage_url: https://ericsson.com/
            logo: ericsson.svg
            crunchbase: https://www.crunchbase.com/organization/ericsson
          - item:
            name: Fujitsu Limited(hosting)
            homepage_url: https://fujitsu.com/
            stock_ticker: null
            logo: fujitsu_limited.svg
            crunchbase: https://www.crunchbase.com/organization/fujitsu
          - item:
            name: GRAVITI TECHNOLOGIES INC (hosting)
            homepage_url: https://graviti.com/
            logo: graviti_technologies_inc.svg
            twitter: https://twitter.com/graviti_ai
            crunchbase: https://www.crunchbase.com/organization/graviti
          - item:
            name: Herron Tech (hosting)
            homepage_url: https://www.herrontech.com/
            logo: herrontech.svg
            crunchbase: https://www.crunchbase.com/organization/herron-techology-llc
          - item:
            name: IBM (hosting)
            homepage_url: https://www.ibm.com/us-en/?ar=1
            logo: ibm.svg
            twitter: https://twitter.com/ibm
            crunchbase: https://www.crunchbase.com/organization/ibm
          - item:
            name: Intel(hosting)
            homepage_url: https://intel.com
            logo: intel.svg
            crunchbase: https://www.crunchbase.com/organization/intel
          - item:
            name: JINA AI(hosting)
            homepage_url: https://jina.ai/
            logo: jina-ai.svg
            crunchbase: https://www.crunchbase.com/organization/jina-ai
          - item:
            name: Labelia Labs (hosting)
            homepage_url: https://labelia.org/
            logo: labelia.svg
            crunchbase: https://www.crunchbase.com/organization/labelia-labs
          - item:
            name: LinkedIn (hosting)
            homepage_url: https://www.linkedin.com/
            logo: linkedin.svg
            crunchbase: https://www.crunchbase.com/organization/linkedin
          - item:
            name: Lyft (hosting)
            homepage_url: https://www.lyft.com
            logo: lyft.svg
            crunchbase: https://www.crunchbase.com/organization/lyft
          - item:
            name: Meta (hosting)
            homepage_url: https://m.facebook.com
            logo: meta.svg
            crunchbase: https://www.crunchbase.com/organization/facebook
          - item:
            name: Microsoft (hosting)
            homepage_url: https://www.microsoft.com/en-us
            logo: microsoft.svg
            crunchbase: https://www.crunchbase.com/organization/microsoft
          - item:
            name: Okahu (hosting)
            homepage_url: https://www.okahu.ai/
            logo: okahu.svg
            crunchbase: https://www.crunchbase.com/organization/okahu
          - item:
            name: oojek (hosting)
            homepage_url: https://www.gojek.com/en-id
            logo: gojek.svg
            twitter: https://twitter.com/gojekindonesia
            crunchbase: https://www.crunchbase.com/organization/go-jek
          - item:
            name: Owkin(hosting)
            homepage_url: https://owkin.com/
            logo: owkin.svg
            crunchbase: https://www.crunchbase.com/organization/owkin-2
          - item:
            name: QuantumBlack Labs (hosting)
            homepage_url: https://www.mckinsey.com/business-functions/quantumblack/labs
            logo: QuantumBlack.svg
            crunchbase: https://www.crunchbase.com/organization/quantumblack
          - item:
            name: RStudio (hosting)
            homepage_url: https://rstudio.com
            logo: rstudio.svg
            crunchbase: https://www.crunchbase.com/organization/rstudio
          - item:
            name: Samsung(hosting)
            homepage_url: https://www.samsung.com/us/smartphones/galaxy-note20-5g
            logo: samsung.svg
            crunchbase: https://www.crunchbase.com/organization/samsung-electronics
          - item:
            name: Tech Mahindra (hosting)
            homepage_url: https://www.techmahindra.com/en-in
            logo: tech-mahindra.svg
            twitter: https://twitter.com/tech_mahindra
            crunchbase: https://www.crunchbase.com/organization/tech-mahindra
          - item:
            name: Tencent (hosting)
            homepage_url: https://www.tencent.com/zh-cn/index.html
            logo: tencent.svg
            twitter: null
            crunchbase: https://www.crunchbase.com/organization/tencent
          - item:
            name: The Institute for Ethical AI & Machine Learning (hosting)
            homepage_url: https://ethical.institute/
            logo: the_institute_for_ethical_ai__machine_learning.svg
            crunchbase: https://www.crunchbase.com/organization/the-institute-for-ethical-ai-machine-learning
          - item:
            name: Uber (hosting)
            homepage_url: https://www.uber.com/hk/zh-hk
            logo: uber.svg
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