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@jnothman
Created May 6, 2020 06:06
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#!/bin/bash
pip install ghtopdep
export GITHUB_TOKEN=xxxxxxxxxxxxxxxx
export REPO=https://github.com/scikit-learn/scikit-learn
ghtopdep $REPO --json --rows 100 --minstar 5 --packages --token $GITHUB_TOKEN > top-packages.json
ghtopdep $REPO https://github.com/scikit-learn/scikit-learn --json --rows 100 --minstar 5 --repositories --token $GITHUB_TOKEN > top-repos.json
[
{
"url": "https://github.com/huggingface/transformers",
"stars": 26153
},
{
"url": "https://github.com/dmlc/xgboost",
"stars": 18945
},
{
"url": "https://github.com/microsoft/LightGBM",
"stars": 10884
},
{
"url": "https://github.com/RaRe-Technologies/gensim",
"stars": 10739
},
{
"url": "https://github.com/nltk/nltk",
"stars": 8874
},
{
"url": "https://github.com/slundberg/shap",
"stars": 8709
},
{
"url": "https://github.com/flairNLP/flair",
"stars": 8537
},
{
"url": "https://github.com/allenai/allennlp",
"stars": 8426
},
{
"url": "https://github.com/rusty1s/pytorch_geometric",
"stars": 7449
},
{
"url": "https://github.com/marcotcr/lime",
"stars": 7404
},
{
"url": "https://github.com/EpistasisLab/tpot",
"stars": 6998
},
{
"url": "https://github.com/keras-team/autokeras",
"stars": 6960
},
{
"url": "https://github.com/uber/ludwig",
"stars": 6668
},
{
"url": "https://github.com/deepinsight/insightface",
"stars": 6581
},
{
"url": "https://github.com/Zulko/moviepy",
"stars": 6505
},
{
"url": "https://github.com/mlflow/mlflow",
"stars": 6409
},
{
"url": "https://github.com/microsoft/nni",
"stars": 5956
},
{
"url": "https://github.com/facebookresearch/ParlAI",
"stars": 5807
},
{
"url": "https://github.com/OpenMined/PySyft",
"stars": 5489
},
{
"url": "https://github.com/tensorpack/tensorpack",
"stars": 5445
},
{
"url": "https://github.com/PyTorchLightning/pytorch-lightning",
"stars": 5309
},
{
"url": "https://github.com/FeatureLabs/featuretools",
"stars": 4795
},
{
"url": "https://github.com/blue-yonder/tsfresh",
"stars": 4724
},
{
"url": "https://github.com/dmlc/dgl",
"stars": 4676
},
{
"url": "https://github.com/hyperopt/hyperopt",
"stars": 4584
},
{
"url": "https://github.com/automl/auto-sklearn",
"stars": 4466
},
{
"url": "https://github.com/scikit-learn-contrib/imbalanced-learn",
"stars": 4367
},
{
"url": "https://github.com/smacke/subsync",
"stars": 4337
},
{
"url": "https://github.com/deepmipt/DeepPavlov",
"stars": 4233
},
{
"url": "https://github.com/fmfn/BayesianOptimization",
"stars": 4052
},
{
"url": "https://github.com/lmcinnes/umap",
"stars": 3865
},
{
"url": "https://github.com/snorkel-team/snorkel",
"stars": 3832
},
{
"url": "https://github.com/minimaxir/textgenrnn",
"stars": 3770
},
{
"url": "https://github.com/scikit-image/scikit-image",
"stars": 3712
},
{
"url": "https://github.com/tensorflow/lucid",
"stars": 3660
},
{
"url": "https://github.com/librosa/librosa",
"stars": 3511
},
{
"url": "https://github.com/awentzonline/image-analogies",
"stars": 3419
},
{
"url": "https://github.com/snipsco/snips-nlu",
"stars": 3251
},
{
"url": "https://github.com/kootenpv/whereami",
"stars": 3224
},
{
"url": "https://github.com/skorch-dev/skorch",
"stars": 3112
},
{
"url": "https://github.com/yzhao062/pyod",
"stars": 3103
},
{
"url": "https://github.com/idealo/imagededup",
"stars": 2997
},
{
"url": "https://github.com/huyingxi/Synonyms",
"stars": 2894
},
{
"url": "https://github.com/rasbt/mlxtend",
"stars": 2886
},
{
"url": "https://github.com/pypa/sampleproject",
"stars": 2843
},
{
"url": "https://github.com/freqtrade/freqtrade",
"stars": 2794
},
{
"url": "https://github.com/quantopian/pyfolio",
"stars": 2764
},
{
"url": "https://github.com/DistrictDataLabs/yellowbrick",
"stars": 2700
},
{
"url": "https://github.com/mindsdb/mindsdb",
"stars": 2622
},
{
"url": "https://github.com/interpretml/interpret",
"stars": 2517
},
{
"url": "https://github.com/google-research/text-to-text-transfer-transformer",
"stars": 2438
},
{
"url": "https://github.com/polyaxon/polyaxon",
"stars": 2434
},
{
"url": "https://github.com/NervanaSystems/nlp-architect",
"stars": 2386
},
{
"url": "https://github.com/gboeing/osmnx",
"stars": 2333
},
{
"url": "https://github.com/optuna/optuna",
"stars": 2304
},
{
"url": "https://github.com/RasaHQ/rasa_core",
"stars": 2298
},
{
"url": "https://github.com/biolab/orange3",
"stars": 2241
},
{
"url": "https://github.com/awslabs/autogluon",
"stars": 2209
},
{
"url": "https://github.com/has2k1/plotnine",
"stars": 2185
},
{
"url": "https://github.com/danielfrg/word2vec",
"stars": 2135
},
{
"url": "https://github.com/scikit-learn-contrib/sklearn-pandas",
"stars": 2127
},
{
"url": "https://github.com/tensorflow/datasets",
"stars": 2012
},
{
"url": "https://github.com/TeamHG-Memex/eli5",
"stars": 1982
},
{
"url": "https://github.com/hmmlearn/hmmlearn",
"stars": 1924
},
{
"url": "https://github.com/microsoft/dowhy",
"stars": 1894
},
{
"url": "https://github.com/commonsense/conceptnet5",
"stars": 1881
},
{
"url": "https://github.com/keras-team/keras-tuner",
"stars": 1874
},
{
"url": "https://github.com/reiinakano/scikit-plot",
"stars": 1829
},
{
"url": "https://github.com/catalyst-team/catalyst",
"stars": 1770
},
{
"url": "https://github.com/scikit-optimize/scikit-optimize",
"stars": 1759
},
{
"url": "https://github.com/mars-project/mars",
"stars": 1749
},
{
"url": "https://github.com/UKPLab/sentence-transformers",
"stars": 1746
},
{
"url": "https://github.com/minimaxir/automl-gs",
"stars": 1642
},
{
"url": "https://github.com/BrikerMan/Kashgari",
"stars": 1609
},
{
"url": "https://github.com/ContextLab/hypertools",
"stars": 1559
},
{
"url": "https://github.com/scikit-learn-contrib/hdbscan",
"stars": 1558
},
{
"url": "https://github.com/BayesWitnesses/m2cgen",
"stars": 1545
},
{
"url": "https://github.com/instacart/lore",
"stars": 1485
},
{
"url": "https://github.com/AlexEMG/DeepLabCut",
"stars": 1451
},
{
"url": "https://github.com/intel-analytics/analytics-zoo",
"stars": 1442
},
{
"url": "https://github.com/ClimbsRocks/auto_ml",
"stars": 1441
},
{
"url": "https://github.com/Franck-Dernoncourt/NeuroNER",
"stars": 1436
},
{
"url": "https://github.com/r9y9/wavenet_vocoder",
"stars": 1435
},
{
"url": "https://github.com/IBM/adversarial-robustness-toolbox",
"stars": 1427
},
{
"url": "https://github.com/chartbeat-labs/textacy",
"stars": 1426
},
{
"url": "https://github.com/SeldonIO/seldon-server",
"stars": 1420
},
{
"url": "https://github.com/jindaxiang/akshare",
"stars": 1374
},
{
"url": "https://github.com/Hironsan/anago",
"stars": 1308
},
{
"url": "https://github.com/scikit-learn-contrib/category_encoders",
"stars": 1281
},
{
"url": "https://github.com/KevinMusgrave/pytorch-metric-learning",
"stars": 1270
},
{
"url": "https://github.com/JasonKessler/scattertext",
"stars": 1252
},
{
"url": "https://github.com/alephdata/aleph",
"stars": 1247
},
{
"url": "https://github.com/reiinakano/xcessiv",
"stars": 1232
},
{
"url": "https://github.com/ekzhu/datasketch",
"stars": 1214
},
{
"url": "https://github.com/nubank/fklearn",
"stars": 1194
},
{
"url": "https://github.com/aigamedev/scikit-neuralnetwork",
"stars": 1166
},
{
"url": "https://github.com/Xtra-Computing/thundersvm",
"stars": 1160
},
{
"url": "https://github.com/stellargraph/stellargraph",
"stars": 1155
},
{
"url": "https://github.com/shibing624/pycorrector",
"stars": 1145
},
{
"url": "https://github.com/Accenture/AmpliGraph",
"stars": 1144
}
]
[
{
"url": "https://github.com/deepfakes/faceswap",
"stars": 30290
},
{
"url": "https://github.com/huggingface/transformers",
"stars": 26156
},
{
"url": "https://github.com/madewithml/lessons",
"stars": 24103
},
{
"url": "https://github.com/jakevdp/PythonDataScienceHandbook",
"stars": 23312
},
{
"url": "https://github.com/ageron/handson-ml",
"stars": 19671
},
{
"url": "https://github.com/dmlc/xgboost",
"stars": 18946
},
{
"url": "https://github.com/microsoft/CNTK",
"stars": 16773
},
{
"url": "https://github.com/machinelearningmindset/TensorFlow-Course",
"stars": 14360
},
{
"url": "https://github.com/wangshub/wechat_jump_game",
"stars": 13915
},
{
"url": "https://github.com/cmusatyalab/openface",
"stars": 13301
},
{
"url": "https://github.com/wesm/pydata-book",
"stars": 12119
},
{
"url": "https://github.com/mnielsen/neural-networks-and-deep-learning",
"stars": 11110
},
{
"url": "https://github.com/microsoft/LightGBM",
"stars": 10884
},
{
"url": "https://github.com/RaRe-Technologies/gensim",
"stars": 10739
},
{
"url": "https://github.com/davidsandberg/facenet",
"stars": 10492
},
{
"url": "https://github.com/spmallick/learnopencv",
"stars": 10380
},
{
"url": "https://github.com/google-research/google-research",
"stars": 9927
},
{
"url": "https://github.com/JetBrains/intellij-community",
"stars": 9761
},
{
"url": "https://github.com/apple/turicreate",
"stars": 9594
},
{
"url": "https://github.com/chiphuyen/stanford-tensorflow-tutorials",
"stars": 9522
},
{
"url": "https://github.com/slundberg/shap",
"stars": 8712
},
{
"url": "https://github.com/flairNLP/flair",
"stars": 8537
},
{
"url": "https://github.com/allenai/allennlp",
"stars": 8428
},
{
"url": "https://github.com/Hvass-Labs/TensorFlow-Tutorials",
"stars": 8225
},
{
"url": "https://github.com/rushter/MLAlgorithms",
"stars": 8025
},
{
"url": "https://github.com/microsoft/ai-edu",
"stars": 7688
},
{
"url": "https://github.com/ceph/ceph",
"stars": 7670
},
{
"url": "https://github.com/zalandoresearch/fashion-mnist",
"stars": 7646
},
{
"url": "https://github.com/ageron/handson-ml2",
"stars": 7516
},
{
"url": "https://github.com/rusty1s/pytorch_geometric",
"stars": 7450
},
{
"url": "https://github.com/marcotcr/lime",
"stars": 7404
},
{
"url": "https://github.com/VowpalWabbit/vowpal_wabbit",
"stars": 7035
},
{
"url": "https://github.com/EpistasisLab/tpot",
"stars": 6998
},
{
"url": "https://github.com/keras-team/autokeras",
"stars": 6961
},
{
"url": "https://github.com/wangshub/Douyin-Bot",
"stars": 6866
},
{
"url": "https://github.com/uber/ludwig",
"stars": 6668
},
{
"url": "https://github.com/deepinsight/insightface",
"stars": 6582
},
{
"url": "https://github.com/mlflow/mlflow",
"stars": 6409
},
{
"url": "https://github.com/tensorlayer/tensorlayer",
"stars": 6057
},
{
"url": "https://github.com/microsoft/nni",
"stars": 5956
},
{
"url": "https://github.com/Hironsan/BossSensor",
"stars": 5880
},
{
"url": "https://github.com/facebookresearch/ParlAI",
"stars": 5812
},
{
"url": "https://github.com/alievk/avatarify",
"stars": 5804
},
{
"url": "https://github.com/fastai/fastbook",
"stars": 5683
},
{
"url": "https://github.com/nfmcclure/tensorflow_cookbook",
"stars": 5562
},
{
"url": "https://github.com/SerpentAI/SerpentAI",
"stars": 5522
},
{
"url": "https://github.com/OpenMined/PySyft",
"stars": 5489
},
{
"url": "https://github.com/PyTorchLightning/pytorch-lightning",
"stars": 5309
},
{
"url": "https://github.com/fastai/courses",
"stars": 5064
},
{
"url": "https://github.com/catboost/catboost",
"stars": 5029
},
{
"url": "https://github.com/xianhu/LearnPython",
"stars": 4910
},
{
"url": "https://github.com/claritylab/lucida",
"stars": 4865
},
{
"url": "https://github.com/FeatureLabs/featuretools",
"stars": 4795
},
{
"url": "https://github.com/h2oai/h2o-3",
"stars": 4764
},
{
"url": "https://github.com/blue-yonder/tsfresh",
"stars": 4724
},
{
"url": "https://github.com/dmlc/dgl",
"stars": 4677
},
{
"url": "https://github.com/cortexlabs/cortex",
"stars": 4616
},
{
"url": "https://github.com/PaddlePaddle/models",
"stars": 4521
},
{
"url": "https://github.com/astorfi/TensorFlow-World",
"stars": 4487
},
{
"url": "https://github.com/automl/auto-sklearn",
"stars": 4466
},
{
"url": "https://github.com/scikit-learn-contrib/imbalanced-learn",
"stars": 4368
},
{
"url": "https://github.com/smacke/subsync",
"stars": 4338
},
{
"url": "https://github.com/deepmipt/DeepPavlov",
"stars": 4233
},
{
"url": "https://github.com/fmfn/BayesianOptimization",
"stars": 4052
},
{
"url": "https://github.com/okfn-brasil/serenata-de-amor",
"stars": 4018
},
{
"url": "https://github.com/PipelineAI/pipeline",
"stars": 3974
},
{
"url": "https://github.com/hunkim/DeepLearningZeroToAll",
"stars": 3884
},
{
"url": "https://github.com/hzy46/Deep-Learning-21-Examples",
"stars": 3882
},
{
"url": "https://github.com/lmcinnes/umap",
"stars": 3865
},
{
"url": "https://github.com/snorkel-team/snorkel",
"stars": 3832
},
{
"url": "https://github.com/schollz/find3",
"stars": 3795
},
{
"url": "https://github.com/minimaxir/textgenrnn",
"stars": 3770
},
{
"url": "https://github.com/facebookresearch/DrQA",
"stars": 3738
},
{
"url": "https://github.com/scikit-image/scikit-image",
"stars": 3713
},
{
"url": "https://github.com/microsoft/SPTAG",
"stars": 3699
},
{
"url": "https://github.com/karpathy/arxiv-sanity-preserver",
"stars": 3697
},
{
"url": "https://github.com/tensorflow/lucid",
"stars": 3660
},
{
"url": "https://github.com/AliaksandrSiarohin/first-order-model",
"stars": 3552
},
{
"url": "https://github.com/librosa/librosa",
"stars": 3514
},
{
"url": "https://github.com/udacity/deep-learning",
"stars": 3475
},
{
"url": "https://github.com/vaexio/vaex",
"stars": 3455
},
{
"url": "https://github.com/gxtrobot/bustag",
"stars": 3419
},
{
"url": "https://github.com/awentzonline/image-analogies",
"stars": 3419
},
{
"url": "https://github.com/zeusees/HyperLPR",
"stars": 3265
},
{
"url": "https://github.com/snipsco/snips-nlu",
"stars": 3251
},
{
"url": "https://github.com/milvus-io/milvus",
"stars": 3227
},
{
"url": "https://github.com/kootenpv/whereami",
"stars": 3224
},
{
"url": "https://github.com/SmirkCao/Lihang",
"stars": 3213
},
{
"url": "https://github.com/PaddlePaddle/ERNIE",
"stars": 3167
},
{
"url": "https://github.com/udacity/deep-learning-v2-pytorch",
"stars": 3167
},
{
"url": "https://github.com/udacity/machine-learning",
"stars": 3164
},
{
"url": "https://github.com/skorch-dev/skorch",
"stars": 3112
},
{
"url": "https://github.com/yzhao062/pyod",
"stars": 3104
},
{
"url": "https://github.com/tyiannak/pyAudioAnalysis",
"stars": 3088
},
{
"url": "https://github.com/lyst/lightfm",
"stars": 3061
},
{
"url": "https://github.com/WillKoehrsen/Data-Analysis",
"stars": 3015
},
{
"url": "https://github.com/idealo/imagededup",
"stars": 2997
},
{
"url": "https://github.com/gaussic/text-classification-cnn-rnn",
"stars": 2946
},
{
"url": "https://github.com/huyingxi/Synonyms",
"stars": 2895
},
{
"url": "https://github.com/doccano/doccano",
"stars": 2890
}
]
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