river

View on PyPIReverse Dependencies (34)

0.22.0 river-0.22.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
river-0.22.0-cp313-cp313-manylinux_2_17_i686.manylinux_2_5_i686.manylinux1_i686.manylinux2014_i686.whl
river-0.22.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
river-0.22.0-cp313-cp313-win_amd64.whl
river-0.22.0-cp313-cp313-win32.whl
river-0.22.0-cp313-cp313-macosx_10_13_universal2.whl
river-0.22.0-cp313-cp313-musllinux_1_1_x86_64.whl
river-0.22.0-cp313-cp313-musllinux_1_1_aarch64.whl
river-0.22.0-cp313-cp313-macosx_11_0_arm64.whl
river-0.22.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
river-0.22.0-cp312-cp312-manylinux_2_17_i686.manylinux_2_5_i686.manylinux1_i686.manylinux2014_i686.whl
river-0.22.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
river-0.22.0-cp312-cp312-win_amd64.whl
river-0.22.0-cp312-cp312-win32.whl
river-0.22.0-cp312-cp312-macosx_10_13_universal2.whl
river-0.22.0-cp312-cp312-musllinux_1_1_x86_64.whl
river-0.22.0-cp312-cp312-musllinux_1_1_aarch64.whl
river-0.22.0-cp312-cp312-macosx_11_0_arm64.whl
river-0.22.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
river-0.22.0-cp311-cp311-manylinux_2_17_i686.manylinux_2_5_i686.manylinux1_i686.manylinux2014_i686.whl
river-0.22.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
river-0.22.0-cp311-cp311-win_amd64.whl
river-0.22.0-cp311-cp311-win32.whl
river-0.22.0-cp311-cp311-macosx_10_13_universal2.whl
river-0.22.0-cp311-cp311-musllinux_1_1_x86_64.whl
river-0.22.0-cp311-cp311-musllinux_1_1_aarch64.whl
river-0.22.0-cp311-cp311-macosx_11_0_arm64.whl
river-0.22.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
river-0.22.0-cp310-cp310-manylinux_2_17_i686.manylinux_2_5_i686.manylinux1_i686.manylinux2014_i686.whl
river-0.22.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
river-0.22.0-cp310-cp310-win_amd64.whl
river-0.22.0-cp310-cp310-win32.whl
river-0.22.0-cp310-cp310-macosx_10_13_universal2.whl
river-0.22.0-cp310-cp310-musllinux_1_1_x86_64.whl
river-0.22.0-cp310-cp310-musllinux_1_1_aarch64.whl
river-0.22.0-cp310-cp310-macosx_11_0_arm64.whl

Wheel Details

Project: river
Version: 0.22.0
Filename: river-0.22.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Download: [link]
Size: 3134699
MD5: e02e786f4adefc83b60960c1b260a96a
SHA256: f830f6459db13743fb20fcce83a73f9172e5bea5208d64b826e318f19ff946a7
Uploaded: 2024-11-25 23:29:02 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: river
Version: 0.22.0
Summary: Online machine learning in Python
Author: Max Halford
Author-Email: maxhalford25[at]gmail.com
Home-Page: https://riverml.xyz/
Project-Url: Repository, https://github.com/online-ml/river/
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Python: >=3.10,<4.0
Requires-Dist: numpy (>=1.23.0)
Requires-Dist: pandas (<3.0.0,>=2.2.3)
Requires-Dist: scipy (<2.0.0,>=1.14.1)
Description-Content-Type: text/markdown
[Description omitted; length: 8304 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.9.1
Root-Is-Purelib: false
Tag: cp313-cp313-manylinux_2_17_x86_64
Tag: cp313-cp313-manylinux2014_x86_64

RECORD

Path Digest Size
Cargo.toml sha256=xpOxA7mr5r9j3cPz2udG6D1xRonMpczF6cZtL0YgtY8 451
river/dummy.py sha256=CUPrs309oOrnjwBG-XgoxaqIjOBPW7uX9XZnQBszBh0 4393
river/__version__.py sha256=TwDblU6CZkLKmSfRDd2Yd16AmPOo4nT3CjQ_POwl0Aw 59
river/conftest.py sha256=vC_QrNZvBvtiKcCfEsMZvRk8vKAc9xDNqqvin2kYv0s 430
river/__init__.py sha256=m3TTRXw6EXr5M1xjItVeXyMfEjMVjzBFLNeUMuD_jYI 670
river/api.py sha256=dG7y9_E5YuGzTlPT2Fbz7etyWmaTsM5X_5bMxgqBZck 1246
river/test_estimators.py sha256=z_5XF_1k9cRCX8faz7bqOURsuFu-AdOXoej7yXZaN2E 3947
river/py.typed sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
river/metrics/kappa.py sha256=A58WmOOkEngXIleZxYvq2ZihvHCuCaU-ZFx45QozCjk 1839
river/metrics/balanced_accuracy.py sha256=czjg87Vxga2mZTB1X4m3o7nbtJNFaUVF3aR_L70cyXY 1578
river/metrics/recall.py sha256=KR3_gxmBIQon-f1a2FAWyNayzz7fdaITZmHK3SeiIEw 4376
river/metrics/fbeta.py sha256=VlREGm55_rnuWjlugIdbXU8b8R3B7OffEtJi9Bm3GXM 12246
river/metrics/log_loss.py sha256=UsnfH5s0mr6y456s6IrMcYT16gxJ6ukc_QreZL6mBQk 997
river/metrics/test_log_loss.py sha256=TgtnaJzAf5XzYVwTP7BJu9AZdMvR30AdhSBtAH8TN4I 583
river/metrics/report.py sha256=REBUxw7q__M9U5eny-zd4_Vg5Ag7S3ZUsW2agkG2gx4 4669
river/metrics/mse.py sha256=n0Lt9_OexVvG7ZsDrbTg-BXWe6Cxg0tpy2kHGTHHWLo 1535
river/metrics/accuracy.py sha256=TxCxBds75vN5t5CED1sTy1nZh7jbBEYun5HEeOFdgfA 905
river/metrics/rolling_roc_auc.py sha256=epAytovNbvyAEgNpldkhZ0GayeGUElp_o_ZLufestWI 2651
river/metrics/mae.py sha256=Gsx9Bp5tvVivSNDwjp1f5IOqQLtGpUCBBWKOXcCm5ec 596
river/metrics/smape.py sha256=Nr_p3kZVjCVSopR-3uuKWUsq_BIMhPX7Tm8Aal-m5FM 814
river/metrics/vbeta.py sha256=jWiA_pU8QkkXifpOHMHR_hEbsvD8kfEPRxGQx8Ew-dQ 8701
river/metrics/mape.py sha256=YAe0e2Bdbf9fCw5MnbyMSJZbvsrNtMjNSUowVgAbe0Y 666
river/metrics/__init__.py sha256=IJpqmCr0m2EF_Vz3QUY-SCETEkBc7S3cfINHltqULMc 2770
river/metrics/test_cross_entropy.py sha256=SNUjn57QhTYGlxn3x3Uv_cd0we-WQcBpiYy7mFYoRbE 864
river/metrics/mutual_info.py sha256=dkT3wSOehQX6SgjmLPaID4WPzpkjTH0N3qQ2tVBOt0k 12025
river/metrics/rand.py sha256=Suw_DLzrCpvcE-QynsqVzRJoT8ZNW8L7YNsdvExBKto 6133
river/metrics/silhouette.py sha256=uRNxbd0c6kfmPjp5R3IMLOFXGowcwB2ucYYTI0jQlvA 3409
river/metrics/base.py sha256=qfz7yV60h-FqRxXvwDHZTPPDebv2KXVlCd9WDhvVMsE 10899
river/metrics/test_metrics.py sha256=96MxyktO-eY_-OLUdS9h1NQ4mIEDQoXFKZu6qEf-DMc 10203
river/metrics/fowlkes_mallows.py sha256=h0IaCHNmPu4Ymo-GafgaJMhSyqNVP7TuV-89ECE7RHc 2642
river/metrics/geometric_mean.py sha256=kd7LF_ywQHsFXPGQI9rdzPhZV79iUdNxjGqRXKQQWXI 1922
river/metrics/expected_mutual_info.pyi sha256=ok7sKTqqr8VvvhV_VDjCobFPDMPaMKGrajeMJmTWL8s 109
river/metrics/precision.py sha256=D7QkOHnL86lCPzP7i0tutLhI7N_vNtTUx_wa6rdtYdo 4932
river/metrics/cross_entropy.py sha256=5INbhGeLVvch0nRQjygVr0XeDECwiTIA6ZEa-TtAngM 1259
river/metrics/mcc.py sha256=_fgE9ThmDJH3_VZjlt6aP02IcKk5e81bxXz69v5aJlI 1330
river/metrics/test_fbeta.py sha256=CqOqgNg0fzYfxxAcxzZraPnf7eYnb6QUpzfvSzAuG08 1882
river/metrics/test_r2.py sha256=WUTuSVIR-zX15-h6tDeip1GBmltdfvD_fOx1QhgrYzU 2155
river/metrics/roc_auc.py sha256=5JBGB9ZlSmZD0cfk_tCAPsnQolw90b7Z76ivP6c_8fA 3243
river/metrics/jaccard.py sha256=zk_QfagShX_UPAZZerkk-1lnfYQUdK5DulAZ7n12xj0 4574
river/metrics/r2.py sha256=CiVf0e4qjMx-6JKqeFNG56dejlEcN4rO03kT6mkHFlA 2145
river/metrics/confusion.py sha256=eF2MJly6w7H3jvNyl56KZstHhIUJIR51Xof_dMF4_Pc 3999
river/metrics/test_confusion.py sha256=5IlvyEH7pipK7GumX2FAuV5uVaD0H_XQZadyrtTEeWo 906
river/metrics/expected_mutual_info.pyx sha256=xHrsNPQ2gKBKddBKbfAEXogi1eCUAnbQ34WQGPfM84Q 5435
river/metrics/expected_mutual_info.c sha256=ALuRRHCbLt4lL96eEcxwvcF1igMUgJemyKUAXHSh2VI 549719
river/metrics/expected_mutual_info.cpython-313-x86_64-linux-gnu.so sha256=u-lKYua1UHj4QyDHytp_-cXvK-Md7wlwClUUWQFPrj8 708680
river/metrics/multioutput/sample_average.py sha256=Ckxq_FtOJMjo4YGMzCIefPdV2KQ--YfjOECI3x6Eo3o 1883
river/metrics/multioutput/test_multioutput_metrics.py sha256=NrCxG94cIVHStFDPElDiblBJllwVhukvvCyd6kPTpeg 4832
river/metrics/multioutput/per_output.py sha256=oRRQIhrdoACP65oawVPc1z9GVmlhGKax7yaG6fh4a4c 1335
river/metrics/multioutput/exact_match.py sha256=FexIBrt3NNXpcs8RGjL4gntB-IcJs-eaBTAukNNSDeM 1281
river/metrics/multioutput/__init__.py sha256=9HJfhDHNml7o0OupmTlHZQALccRiNRn43e0xkN8Y8m8 478
river/metrics/multioutput/micro.py sha256=zLGm2S3a8y9X5IZJdsI4S3FvkJIUAearcNiiKEvK36k 1077
river/metrics/multioutput/base.py sha256=fL4uqELzjWv5hkk6jfz2t1X6d1ymwKuJ7ibf0KFHUzc 2363
river/metrics/multioutput/confusion.py sha256=BH80zmNJEmhYPNV8K9EOd1BM_TmysAV7YplI6pKkNvU 1841
river/metrics/multioutput/macro.py sha256=oQWMY1nSlVnU2dr2DH_0y24CoGpfdusm-ktbSK5BABc 1364
river/metrics/efficient_rollingrocauc/__init__.py sha256=UEQp1nGu6NF-EW3Vc3FWKo_ruNhVn9yhN1g4XfN7FBw 134
river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.cpp sha256=RgmX20YOaYH3UnB1qRT5uLY5v39OsqSi7wkQXrhBD98 409745
river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyi sha256=6MXUo9IF2TSfvsXEZyImAQwnyS-UmRDneAHhRnXDa2s 650
river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pyx sha256=buQnJ7ov3q1AbTVyNDdV6ZP_maDo1UUOJJeIRG-b6fY 1889
river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.pxd sha256=mIDa_wbVziRkMmABWWior03QvhJrS_3yfPqenmpsjTI 436
river/metrics/efficient_rollingrocauc/efficient_rollingrocauc.cpython-313-x86_64-linux-gnu.so sha256=npCBj7dyCVB4duqwoibOvRW2DWLweALqqikDcxntcJc 880440
river/metrics/efficient_rollingrocauc/cpp/RollingROCAUC.hpp sha256=wd86w1Fqh4kFdJsH98wpkrW0pbPG8GT3Sox6xJeAFSM 1553
river/metrics/efficient_rollingrocauc/cpp/RollingROCAUC.cpp sha256=paNQGE1KHcAOjUyi5JpU9xmY9SzF38QUL4YyyAGKh6U 3510
river/bandit/test_policies.py sha256=zw_YQ7gbDgLnrwrqyh9L0yTxWeBv4HizHtwIjZNe1yI 3345
river/bandit/random.py sha256=nHgSxlifeCXVvAYOmNCPwPDXCbu8U5FIBScqVkX6d_U 1682
river/bandit/evaluate.py sha256=IuNljlRbaNk45tTB2Vewu2yDw2a3B6JyDpWiAtRDGKg 9354
river/bandit/test_envs.py sha256=MiFpj-8MpRX8EegincrgTPmH3aNTM9_lbSYKRdTsiUA 499
river/bandit/epsilon_greedy.py sha256=GlyIhrBwJSD2K-1Txb-H66qdWyCd9AwIi8sKVWFrNNE 2935
river/bandit/bayes_ucb.py sha256=s88oaxNi34QMvi1O4FnjZwDd3olxMLitlN6IHUExaZ0 3077
river/bandit/__init__.py sha256=huan2AQJLNMWD7n5irbhgQUoifi1jK12xaDBC7u7wVU 809
river/bandit/exp3.py sha256=-wWEk5U4cZE5nfTjlm-n1jwKcobBXiOBveeHUJQCZyc 3834
river/bandit/lin_ucb.py sha256=bmbOSR-oAF0KfqRvyurJvBctQrC1PUq8NtS7GbHd1m4 3207
river/bandit/thompson.py sha256=RgL9VHJQXOZgQVVCLSdhtrvU5mZe27aPJhLMrQRzC2w 2834
river/bandit/ucb.py sha256=pDHJsJywvKc2ncYM7IGCjQVUvsR4kx-qusKW9HH7s2Y 3775
river/bandit/base.py sha256=oK6RecYvr1FVUN0HfO4NaxoebD9gTM8NSFjDv2yjdmA 7108
river/bandit/envs/candy_cane.py sha256=6VtV2Y_711QGDUDgL9YsiVIwCMkJeZ6ZCj7aAHvdMgM 2753
river/bandit/envs/testbed.py sha256=-W-zVJAQ_Oq0lN79XsRP5HM6Zy-enxjH34SxBFCq0wA 1321
river/bandit/envs/__init__.py sha256=bA-qZ5wJ0PFwMv0SNQ_H---baEaagWSzJ_52KxJ3xHo 908
river/bandit/datasets/news.py sha256=XuJ9uv9yC3PWbV9rJpkaxW4G1rq8ioytvhEaOOJF-QY 1677
river/bandit/datasets/__init__.py sha256=fT7jyJ5sEytlgNs-heu0ygElgrjLoDj4idpXd9ycoLw 144
river/bandit/datasets/base.py sha256=RLlMqWHZpp53vwx-_99ED2C2a8HeKtHKZu8n_UW8UhU 1198
river/linear_model/perceptron.py sha256=tomJhDiNfWd7WijfKyDa7I797u1fKNIh1Zfb3T5A1ps 1637
river/linear_model/__init__.py sha256=RAgpKXenBzaOBALnVJ3TlZIbCbNn-kDxehrCUUKbbvM 572
river/linear_model/alma.py sha256=IeDttsluNrw_DJbWV-qUWfvF-z58ZdFiJmLOZLm5CZ0 2098
river/linear_model/bayesian_lin_reg.py sha256=5n7VqmlgZmvACEbrFb3-loybW_qLfPgE2YWiYsBn3yY 8270
river/linear_model/log_reg.py sha256=KkG8cwrpSB-3ReM8iLEYxSJjXTfb-y5yN9LeC8Vbczg 3466
river/linear_model/test_glm.py sha256=D7Ws7c-Z0EEPhx64WfPxhRxJmIdzmsh_Z7CpMSNOvM8 14302
river/linear_model/base.py sha256=sQXQqhzd2lwhhqxtwEN3D5aaVjLLfnpzC9zRzzafFSY 6847
river/linear_model/lin_reg.py sha256=FwN-U7XluyfHg9LxojQ47z1Nn9SlM8xwom4oje1vwII 5768
river/linear_model/softmax.py sha256=Gay2Ym853NKxGxSeBbt2RZKe5nvfT12Vvq80mCublCw 3393
river/linear_model/pa.py sha256=_qjUu10flinOfvuBW-Lwqnheh6PBgUgMB6iAm_hJZ18 5380
river/stats/auto_corr.py sha256=SkPme6zgc1g-8uT3pKEvKRKELie7WChnLyUwk8F2mZk 1666
river/stats/pearson.py sha256=IHfyLKcf97tdKpZo8F3bbglnfsYzqrWOEziOAHiYs6c 1863
river/stats/maximum.py sha256=kRlYg7-WyTeFtE_W9cPpx67w2KBCYmZ5Ket8jEWBfyE 2871
river/stats/mad.py sha256=kG3uSfasXqgqGCQ29_LC0O_fdTXVSRuqZAp0c-1cErE 1375
river/stats/ewvar.py sha256=Bo1e2Z22wFQrFpcbzBUltjOcwNy9foOSDbGU2_qWkp8 1820
river/stats/test_stats.py sha256=OvqUAF9UMQ_3YGFiUkSfIzu7u_UMeTMtoSaXqGHzBBI 9381
river/stats/summing.py sha256=V8nCzILWQVLCVOBf3cXYXQ1yysuiZONP1S04-lwS0xI 909
river/stats/var.py sha256=GQaBu6B3s3N83EcCrze9kIo4C5PJJIPBjH98d3L5NQ4 3892
river/stats/ptp.py sha256=TVwU63vMCbNObWC4nJugUWBIitPTRJJtnrFGarjsO-I 1959
river/stats/test_kolmogorov_smirnov.py sha256=8_WQVeFxYlZZEXSn1Z5JXUTEz3ObU0Ih3LM4vHcIajs 1442
river/stats/count.py sha256=xn9gBg0I33uqoFINZ_pr_CJmfodW5wzJJbd2z-fcseg 356
river/stats/skew.py sha256=k0xZxWJIGFL2Jeo3Isc8QO6dyrpxoTs-x-KASSiB1hA 1585
river/stats/test_var.py sha256=t1gAYSsogc6jR23HY2sZZNp7Qkyl4Fc8FA4mQldNMJ0 1105
river/stats/link.py sha256=gRpc-OsrLPoBb7mjfEM3UTGOJ7bB125rsiPbLYwYpwk 2328
river/stats/quantile.py sha256=XynhJdASS9GnXhiHAt5sCtr5tbhWd5C25mstOTuK7BY 5347
river/stats/mode.py sha256=rzg6kud77KuOvSIAEUDXwxtCwosHhxdK3-i1kzxtfBQ 3032
river/stats/shift.py sha256=mocuBC3ruDoQ9ojIEY5IH7sUHTuVNK1niHnoqL98Rgw 3376
river/stats/__init__.py sha256=HTqKRkUsnvUpolEpb62a6byotDq-KibdnR5gnhgT6dU 1373
river/stats/cov.py sha256=n_EFKMgSesb4S0BSY6LwFHZz3JEVxDpkQZg1s0YZndo 4565
river/stats/iqr.py sha256=1NuFvBq8ql8uutnhFyOWD3Kt1QQz4ypmiOrSyECuKZM 4485
river/stats/sem.py sha256=ScZlJLn_kkb0mSSclV3tOCI6fw6uKAsCMQD7CP5IvUk 1286
river/stats/test_parallel.py sha256=UhYvjpGtvbpOVudyqMuI09TbVq9zlE3yeaiWJniXkSg 4897
river/stats/kurtosis.py sha256=3ghXmfteIj2O__QVBvakgiE_8s1B3MF5rQ5WPxyu8kQ 2185
river/stats/_rust_stats.pyi sha256=TtG1EaluvzdPUL0FnOpCjf_ej0kMCgtf_B8B-E2eqh8 1232
river/stats/ewmean.py sha256=VeZg77hpqenrkqpr2gOkNpIEoSFtUe2D7e9ZLFmrUDY 1625
river/stats/mean.py sha256=W2vYg65aNtbMOZRqXtQWOluO0ze28MkqnPFNiO9mLdA 4163
river/stats/base.py sha256=UnJfqB8yHb4OTmsQJwYYwCLx6GIcFm1r55uYesD56mU 1784
river/stats/_rust_stats.cpython-313-x86_64-linux-gnu.so sha256=VwzaHRreEjAOlWFmd782sNWl0tmba3-IAfn1lo2Fk3M 871616
river/stats/kolmogorov_smirnov.py sha256=E2-3n_F6UvE-nYRYdkYd7mhs7TWUOp0k5_WXaVLrOSs 8916
river/stats/test_quantile.py sha256=jQANtl5n4UCrkgAz2RNyn_QHZoe1Be4w322pp2ajql0 948
river/stats/entropy.py sha256=VR7UXwqudiNctnr6aOE3ehbZs2tswvRWAp_m295dpKg 2549
river/stats/minimum.py sha256=vqb40lE5VKZLQUS_XeEDXNhZH29At6Qd7mufP0Dtjeo 1183
river/stats/n_unique.py sha256=4vEZ73f5ROkCz9TAT_wjfssDmV9n7SuiM3s4a6eiKqY 3077
river/drift/dummy.py sha256=xjT8pf-DQ6jgQSiLO8yliRC548uE5Z1tOYCh_IJuYlc 6479
river/drift/adwin.py sha256=K95leuVIDVQD2h3-lMrRcX0HhfF394yNO6x7As9xlGA 4916
river/drift/adwin_c.pyi sha256=EORx2RS1FLXYAW9au8sV4RiUNH8qQy9k9oaNEgFDdWE 1013
river/drift/no_drift.py sha256=Yen-ZCMFnljFyx3kcbQgsBHposSZHTvHwr9Zd2NfRjs 1835
river/drift/retrain.py sha256=BEYiMfcO3wtwSnqEx-yBu2mCs-aTtgt1cxK1dxckHp8 3416
river/drift/__init__.py sha256=hGV2r6je_c7qPz83wGIblyQhXSxRLKguwobGh3t0cIE 766
river/drift/adwin_c.pyx sha256=LIKuVmJ0kB80lnbqaHTBWWHVaqzoI3gcAx9LE06P_e4 13224
river/drift/kswin.py sha256=sqV4izOXJH1YpiFOnHq7HGXOucNOTeH6pbVecIELbnQ 5203
river/drift/adwin_c.c sha256=o-plf7VWsKwy22fDJM15lxoE4Pp04-xMHxx0AquWFzs 783892
river/drift/adwin_c.cpython-313-x86_64-linux-gnu.so sha256=FKpx0ZNxEc2gdjzCRPvv4A2RMAF7BLl0vZ0Ds473tK0 1007616
river/drift/page_hinkley.py sha256=rZuCCbJNeG8mcXUJdpTmZACAvq-4m4a4Bvx24o5xBW8 4345
river/drift/test_drift_detectors.py sha256=NbhnGHakbFpnBSwui3EswDqPZ_qSZqhvGwGd9KiPIIw 3656
river/drift/binary/eddm.py sha256=ImPr7117JxtJbpH7_RLQhK_GbFMz0KrsvhXKXEgU-1s 5855
river/drift/binary/hddm_w.py sha256=bKlZ7VgCBs--k2FhQj5eKUhhlxYMrWXxgU7pYnrcf-I 6740
river/drift/binary/ddm.py sha256=SCY1ISQ3nIxmivFpvNBwpSWOxnJbF6atd7CCQ87iPzk 4938
river/drift/binary/__init__.py sha256=-vtZUH3OtOdbstoj07rk-x2Ip_hRoidAM31Nw_vH0Pk 255
river/drift/binary/hddm_a.py sha256=TpENjeypBIAHs0JvUM08BRmDelsE_H-1Z7VaNr6KwNg 5574
river/drift/binary/fhddm.py sha256=7d1nEBTrUDiEjFBY_EognRO-0T0g2O31mHCI2JfkYNo 4722
river/drift/datasets/bitcoin.csv sha256=x8XAG6zG49oXHrGfLjB7JRr1spCtV5Di0rJYtB7vHP0 18360
river/drift/datasets/run_log.csv sha256=moRbgdkTertHlx6sxIfAov0EyUzVp0s1YbN5RozAf2o 14717
river/drift/datasets/occupancy.csv sha256=6P-EdHaSwdpFqPXNc8UxdNmjYEBZll3mym06VloWrPE 23319
river/drift/datasets/apple.csv sha256=28gwGNncR5Doiyk-Rw43ekkICXBPkbkWGrwz-lKkE-E 121995
river/drift/datasets/uk_coal_employment.py sha256=bvS7weIUdwfvu7Iq6GqM6f5KY2chrcxgyFp6I4LVYV4 1284
river/drift/datasets/uk_coal_employment.csv sha256=OsYAV3MynDzMfHTtrxurYidfA8df4GlvkjDPP_3e4bY 1236
river/drift/datasets/apple.py sha256=qQn8siOjqvQtv631o9BO40fAbF4uvGsRB51sSnCKPGU 1420
river/drift/datasets/occupancy.py sha256=Ekus6uTSSUeu8sS_qv8Aps1aO-o_cMlfX4dunGqjMFU 1521
river/drift/datasets/__init__.py sha256=wz9TNQ2-Q2L3qDe4F0ecp5tct9bC-ZggyaIme1-_4Lc 431
river/drift/datasets/airline_passengers.csv sha256=RAOaVLP65kEJC_km3eLEynwOFNObaJ6vKuAO50eogNg 7978
river/drift/datasets/base.py sha256=FEAJyas360-uSKIDgWBmWUug9G1dRyo0bZiqLqmKnW8 2648
river/drift/datasets/bitcoin.py sha256=WfTzROEvAi_B3Knp4mChnxsS2Gd2hbtzK35qSe3zgng 1339
river/drift/datasets/brent_crude_oil.py sha256=pdOoA6mCpmQ8lgZ9wHbqrN2Pd_fj6s7NwlGL7HaFK4Q 1747
river/drift/datasets/brent_crude_oil.csv sha256=Pde49pAaBlZCQ8u07Sqx3vDkzJZa-w5kU4rgv3ndKWQ 136417
river/drift/datasets/run_log.py sha256=ExbDdQTQYLc5BkR8jtR9nIee1JbJRJ1OxQ9QmQl_3p8 1115
river/drift/datasets/airline_passengers.py sha256=vdfdVwoTmKvUXlo7n1Ws-E-AS_luw1g0jEcwcyqRPXo 1113
river/anomaly/test_svm.py sha256=2U-VwuJpDkoK69eAPZYq2gYHvljFOwXocQZV7KUGR5g 1042
river/anomaly/gaussian.py sha256=ZcSKyRoR4M8-Sjgz6ba1AaIxjP1XZ13tkqoSh1UileU 1827
river/anomaly/svm.py sha256=kh6h2BT7ClqGdqxNgnlajXU5nhX2ZdwYX08w6tjR234 3408
river/anomaly/lof.py sha256=0B0xoVmEE68yaSO45UnZGkwjtERGLAWmOTt8EuZww3A 17144
river/anomaly/filter.py sha256=4LPqjGsJoda5Wpc9kCbvs6KWcWkeOJjEDpTcrZKLXgU 5808
river/anomaly/pad.py sha256=z1N2mRx3YNL0npHsWs132XQ75tiDMUVD6JCSk2N5RNc 6611
river/anomaly/sad.py sha256=GQsDMFPXNeDH_cCqIPK-14uF1w2-8tUZh6yhH8wkVxE 2413
river/anomaly/hst.py sha256=FLoWGJIrPeejNLvUqrw9pWp12W4GA-wQlonLwpVKIIg 8827
river/anomaly/__init__.py sha256=kV-IWDQLFBz3R7scc8t-7d2Is_ISWnGuUzQY20xnEJs 1338
river/anomaly/base.py sha256=mvLGn-4I13co3_6LrJ0w16yLE3RelOexZMZKr5Hf3l8 4169
river/anomaly/test_lof.py sha256=0oA0MjI07n64e6igdzJA2BVKwpf6Ya41_L77WUZ3gzo 3858
river/anomaly/test_hst.py sha256=PhjfJ_r29J76D4Km0WZMrZ6gRus8a45DDnMTBwA62ok 838
river/stream/iter_pandas.py sha256=81ctjSBao2qMxqe17IwxSglv-k4j8uQS-dSf7KVg1Ps 1218
river/stream/utils.py sha256=7F2cRBRMbZpXX9VOTB4cvRqD1XbkkJuKykopSesSpM0 859
river/stream/pokedb.zip sha256=DPyKuKHoTp2fQtNnQie3CB6Ws0Zs0kg2Ck0shZJkXIU 4693
river/stream/tweet_stream.py sha256=9wbam0Do55M22DhJOC2q2tIecw0cPSWWXwGqidtl2kA 4902
river/stream/twitch_chat_stream.py sha256=yqjEeE27Ps9xksb9rOiz1GQcpr9RssqBJpacPw_pxmo 4965
river/stream/iter_arff.py sha256=moFf5VYIiXj9dHonbF8le_ABUoZjlTUP78S6Umg-ZpE 6475
river/stream/__init__.py sha256=2o2k6wxHsXLBDFAKVNG4-ETZnZuki_IL_eMl4oyufZ0 1161
river/stream/iter_libsvm.py sha256=GqB-SXRc4G_z7BRIguUYKTBHKfgLeMpz--j-7Ql3QdA 2156
river/stream/iter_sql.py sha256=CGkOov9YpwicyPF-G0m_KyNAMPi1X3GYV5_eYFyJf3U 3807
river/stream/qa.py sha256=YDbA-fPa16Fi1QxLH0hcY0vV1Pd5NrAT6fnucDCQh5g 6947
river/stream/shuffling.py sha256=INIA535rBTTlWiD0VbPtDCL_613khDCH34idh0LvMLc 2288
river/stream/cache.py sha256=z66yT_42hYyd8wJT-_iBbu5FhHOjTedZvXI7eTk0li8 4592
river/stream/iter_vaex.py sha256=oM3C8Zhf-wAmKThYA-ECPyf--37hfDo5NxIs19QxSiI 1444
river/stream/test_sql.py sha256=_f37ZaI54W-xBSkU23I3y5EFhZlzI9t0_dnZkhiQiyE 3350
river/stream/iter_sklearn.py sha256=FZV1oUqOBwnn5Fn0MLhCa9DbmSMDvnD4HCXd_tNUw0M 1692
river/stream/test_iter_csv.py sha256=APGaM6zl7C5X93-yapDrTHg1A4e6Qp365NB0_cQvpkQ 1183
river/stream/iter_csv.py sha256=mjN7lkoBJ3sGEbzQznqV1yBDmPdQ9EU3KEWqXybq4-g 6583
river/stream/iter_array.py sha256=kA8M6nAfXIW8xclGiCC_EzfCZ_aWXPkRktDLIl4VbiE 3307
river/stream/iter_polars.py sha256=1PN6WN9Kqgn-2LZu-BA8uyiKkHi0Yuv5zlWTIknEaBI 1247
river/time_series/test_holt_winters.py sha256=ll_9bDwSzBzMK3SN_cdC-AKsaf5PZEXMduK-0HSvvWI 14993
river/time_series/test_evaluate.py sha256=9hlwGR97PFZDFQnoFwsSbK9sE0M1ks6BsZK2o6I1Oww 1263
river/time_series/evaluate.py sha256=vFvXYFQRXkhs2y4ybre5alqPUZBydB0aIEQ1-ePAgg0 5412
river/time_series/__init__.py sha256=7R_lnTRHIghZQs4ZAbUdmJLS4amFZ-KlVG07np1Z03Q 443
river/time_series/snarimax.py sha256=qOWRr4HqlqnHHTBx_Lq1BbfFHurFgHpEtkHjodFJg30 11856
river/time_series/holt_winters.py sha256=6F-Gyk9p2s4zvJTM3Be2QWJE6qHXY_3IJ4yKccBGQME 6646
river/time_series/base.py sha256=vCTh5rD_oSFRpnGHX9pdGL5HAEmYrIj6G01KMrvOI1g 1035
river/time_series/test_snarimax.py sha256=lFbxneFi1VGMfv7qfjkXY9doGzmVUMYzJw349_1gNzY 8892
river/time_series/metrics.py sha256=u8_QDMh3xgh-3jOeyO6jG3stok0s9feko2QnWE4LYFU 4045
river/rules/amrules.py sha256=QW-a5w-xX1nHRMN6EwP_iwcDEXbCQW4OzABxQwwnwto 19050
river/rules/__init__.py sha256=X9xuw5v3PYxRr9X1ulG4r1WHFR0QcEg4p7MCUx0U92U 128
river/rules/base.py sha256=zWuUhrz_X0g_jjDMJQtD_BE8b564uZ_0ogAlzLkSRr4 9086
river/preprocessing/test_random_projection.py sha256=QQbnPyjQr7ckwmIv9ZbBOCqEvNSIrTWEfQjXTC9081o 1529
river/preprocessing/one_hot.py sha256=AgRyR60G4kiOT0-q8kfnt1CjFyYKJjvZ0-bqS8X1rPc 7575
river/preprocessing/lda.py sha256=2-fFdXmMoPugqp3KrZD8vnjyd5I0XdV41B4b1znFBtM 13974
river/preprocessing/impute.py sha256=mAUhnj-fOgHscKNcChB6neS5ZgKE4fZFtP4YF2LRD1g 7320
river/preprocessing/scale.py sha256=zL8xazb5mIEnM-fmzLO8jpsEiNpZbx6vmH0cDLIORbA 15864
river/preprocessing/scale_target.py sha256=ZWhFJvrAHdMaYPaiQeplL74SAh3L73Orb2a4W6RksXY 2941
river/preprocessing/test_scale.py sha256=uUAyJQkOhilkqPZH3a0WZ6NekKZ78oo-Z9lyMoBb6U4 2596
river/preprocessing/ordinal.py sha256=py7nFtcrhde1DBF4SRVICOGB2_t0zxTb0ZrvGEo_El0 4173
river/preprocessing/pred_clipper.py sha256=oc2JVhmUekoyveACXlmrqljfSLw1QQjBZB1dYr6UzqA 1700
river/preprocessing/__init__.py sha256=4kT5JIS3Kqp0ZeFa2QFfbV4bOmqt936AFvQdvd9ktQU 1343
river/preprocessing/random_projection.py sha256=-FRMLCAY2msK7L67S2FK27K6b6ZACwdK72TTuhOqaNA 5284
river/preprocessing/feature_hasher.py sha256=8TPmO_5MpUanG1cJLQwJOxppdgz1UwJ4Viidhd0TiZA 1934
river/preprocessing/test_lda.py sha256=X0vfygndm5CjomGvgQQu-lfh8RGMJfLoJ38Dr8fL1ao 7839
river/feature_selection/variance.py sha256=gUx6igfN1G18iwf7goErzM6bY2RcP2JmJpHBnUulPug 1566
river/feature_selection/random.py sha256=Jqwpz3OHbA_nwTyu2OKS21M-a8bLn4DnsJ8R7NjBcSA 2174
river/feature_selection/__init__.py sha256=TgpTcVqwwhGnjl61tDMbWfKWxKqtIrWZ0GamntgS_-c 239
river/feature_selection/k_best.py sha256=EoZI714WvCwW06G_46SK_Nm3P1vTZSNESYB8MgpTmYE 2283
river/conf/jackknife.py sha256=WxS2mnuarKOl-JBAy7EWFoXXA8LIadWpF7_nb5BIBy4 4681
river/conf/interval.py sha256=WRmVFwrVlP-XNmPVWXuqtvU1tglQvEnFvzI77x0aR8c 864
river/conf/__init__.py sha256=7AKB1QsgaEUJCU9i-4SVuY2ONrWLD-5yh0F3E7MVikU 293
river/facto/fm.py sha256=rMOH0ngaNiVE8SYBPnD6mr6ai4qXLjO0apDTbUT18zw 13582
river/facto/fwfm.py sha256=M489jnEbjB49UVFSNB4e8uCis0pU1VqAdZCpkM925Dc 15754
river/facto/__init__.py sha256=YDHK9mQnP71QbcpKfVsAeWGARSVPLweNXZbCWbR5lyQ 431
river/facto/base.py sha256=J7iDRxh5DzT8zys7xZ9XEYmSfTrShqV37GfgAgDJR5U 7159
river/facto/hofm.py sha256=DyXgtTCL9tzGDWD3aM7gMJdwoTNK4Vns3NQGwpARcX8 15106
river/facto/ffm.py sha256=6pPMFT-aDH7W1zxm4_iq43FcXuPFMk3ybLg5RMOG4_Y 14964
river/base/typing.py sha256=H2E6_KjhVEsKMZhjlVDASw1tYb1s40J4TA1BGiaaGGs 383
river/base/transformer.py sha256=-AcmgGq8G68Mm_ia00mKW4WFvNw3Co5jYR9rNdCK6Tg 3998
river/base/drift_detector.py sha256=kMsr-YK4M6ARUaa_njyyw7ltXOq6JjzW00DAmw6_6jY 2175
river/base/classifier.py sha256=yGkRvknDR9CN2322aoAgZwjFG39-jyuGq_tXCpK5Etg 3679
river/base/clusterer.py sha256=vaEfJWOOY5KYP7h40ryDua8PzwPPd7O6t3E84uaHHrc 721
river/base/__init__.py sha256=RizSMCnVk8VDoCM4XmYGnV-gId8UIgQA_nmmi0ejEXM 1702
river/base/regressor.py sha256=XreziCWr1kjCoa5AYimLinyykkJYxDu0LcLgiY0vZzE 1536
river/base/base.py sha256=13pGaYiLLZN9TkDd3zMcDWI-yaXMQ6ig416todRp2K4 16013
river/base/viz.py sha256=raSXo1iZanMUJkNBbrLRVC1Gqbfp6OmhxfLIvezAZRU 4136
river/base/tags.py sha256=7N9ROw4iQJUkUYGKJKQKEXQ00wtKk41Tiil7YtewAD0 96
river/base/test_base.py sha256=xxddSMvTqsJUDIl-esbhNKbPgEfCx46LTX-10EUrfwo 3898
river/base/ensemble.py sha256=ZR-2VYHhc3vGvVPUy_8cKDsxaHMNEeBpznAcATQcdjA 1415
river/base/wrapper.py sha256=NN05Wop65ZSaMXSadv3oMzLqEoFhhQl0x2BAjdvMjVM 718
river/base/multi_output.py sha256=w1pA87JN2sIBP6RMzOGb0lCNvyq8pdK7Pa4iKRVFtk0 2329
river/base/estimator.py sha256=V_GZ7--9DaMKpagi1pGqJBlGTnW9nDwZlpzvPhA8AbU 2908
river/compat/__init__.py sha256=d1-Pmy2kyv-Xo-BNiZ8Z3jXXsSp_aUqMaLjolzqC0OM 1028
river/compat/river_to_sklearn.py sha256=OcBJgGrbbZaTaprJ0vrsVObABkHCGupgAYv901bfaY8 18362
river/compat/sklearn_to_river.py sha256=vHJNZ_VSIz0ya1-JootWSnY74NxqrkdklWmExBY3088 6315
river/compat/test_sklearn.py sha256=f3B35Gb8whGwX0xN4FBQ5asbkbuvwAmklSycpn6JZu8 2961
river/ensemble/streaming_random_patches.py sha256=ii9um9Ch0Lqfj9_axzohWkyZdsnR6eXH-YMrH0SvwKw 32588
river/ensemble/ewa.py sha256=FGWs-GBV0DQ8Kj0WfLloln-SRtzJmpfcDqrFoCs63JY 4061
river/ensemble/__init__.py sha256=az2W8iZ3yezocq-3FC5ALl4RXavR3MPt_3ywjlWTBZw 1120
river/ensemble/voting.py sha256=ohQwxO3lD0TqIAJeFO2IOT2mw2tx9DDpfjElsNvaIes 2509
river/ensemble/bagging.py sha256=Kmam6YnwMgbrM00o81UN3T9uwLg_Kd3MSaSZlNbvZUw 14144
river/ensemble/boosting.py sha256=wTXbjDSfOgnxdJcG4QFW_LVaHMHLkw3cSx6CgDbBXcU 13810
river/ensemble/stacking.py sha256=wadeClLPWbdqiEdZ35fV8c2z1GKEO1fGqnayx8Yl8Jc 3022
river/forest/test_amf.py sha256=8uVQARBVwI_cBhPICNLAZkElKDq6gXNu8TV_aWF_QAM 382
river/forest/adaptive_random_forest.py sha256=DEqTBqrwKpsFP5uD0Ou7hJAsedLzjc7pj5sKljJ0ovI 38573
river/forest/__init__.py sha256=xn22cjoSDHsT4dFoRhiFKQ3wHH4oyfuQeuMowI2oA80 401
river/forest/aggregated_mondrian_forest.py sha256=DL-GVySDxG6z8pYt8Yz4N8JwsdMTIIsTOyqWkYmpFQ8 10831
river/forest/online_extra_trees.py sha256=hXozhN5pYU8Vfv7F1wiN9lsYvCXxA2yy40XPlg7P4bU 29113
river/neighbors/knn_classifier.py sha256=pSpCsWfp8VT3bX-pbvretSb1N1DMOisEDy0Pe32PMW8 6410
river/neighbors/knn_regressor.py sha256=9P1vNyOH3IVQV3mPhrSWH0wDU7_Wh_ASVSv9_BkBdss 4064
river/neighbors/__init__.py sha256=-Pv2UFhT96iDbUikk1tSkDKWs8iUBM8ZQ79lju7oQcI 415
river/neighbors/base.py sha256=NZGl4pBB7zXTHVKQPp7WkXa1tMNaNEGucH25HbIKZXs 1242
river/neighbors/lazy.py sha256=srVkZYIJwpCuIAqZYAE_D171-8y2rF4eodboCxjh0mM 4604
river/neighbors/ann/nn_vertex.py sha256=X2LZ0Sh0XhPKs1DCDb-Ofh0gKLL_QmkMeK6LSop1RbE 5278
river/neighbors/ann/__init__.py sha256=meOmpddAEtT-ee2iXllyKmfTwpOclLkjpZRFsqC2xvk 82
river/neighbors/ann/swinn.py sha256=y3wlzRllVUp42PqVOSTn7-9Dt0E3qgRxAGYYEo3fq8M 19322
river/feature_extraction/poly.py sha256=6ZPR0x9wvHwRMmSO_5cQNUVOZFurCsLk1CMjChPENu4 3682
river/feature_extraction/kernel_approx.py sha256=Kcw6NAnyIfvCZZ9z_hx7xe445dz4BsVLevCCvgo1Px4 2588
river/feature_extraction/vectorize.py sha256=4EnJSQ_MX2X3r-Pfl-M6skELnIJWsaAtiPpqCJq8eaA 17243
river/feature_extraction/__init__.py sha256=Jb_N5BedCqfut-aIFo6o_eoZqrA5t9LOs_Qo7EuzHDo 675
river/feature_extraction/test_agg.py sha256=lph_uTEmLy4dEg9nM09FvKTvRMTue-uVe-YWm4p1AUw 5351
river/feature_extraction/agg.py sha256=RsB1HJax5qcOjhDzkC57UkYpPEqcWJc1UDUwRQMpAvw 12345
river/feature_extraction/test_vectorize.py sha256=MXTUmfi8-hybginAui6l72zsibHYwfvXhAG-0RcNHWc 1581
river/naive_bayes/complement.py sha256=x3EX25oQQc21Vu-O7d8uRY_vPvgKeYFl67CP2mzZysQ 8174
river/naive_bayes/gaussian.py sha256=nUC-p2aRXVwt7-XWGlla_kbmqc5y6wPdPAXqEt2y8x8 2160
river/naive_bayes/__init__.py sha256=GC9LJ-1c1UuJfaU3HE9bzjuedkG7YHXnZs29qzhPSJo 285
river/naive_bayes/base.py sha256=ay9oBVY6MyDzh2wv9ZWwN0Won8yjauL9M6CXfDgJdYM 2509
river/naive_bayes/test_naive_bayes.py sha256=sDZMillayRhhol3YLM71PLMxvQCfI2_QpzvYHLxDPsA 8571
river/naive_bayes/bernoulli.py sha256=WS88u-fPybnRhu3zUiEkohJHXCGpdmq8Q6lUxJ4gExI 8543
river/naive_bayes/multinomial.py sha256=oPRJpyofe47J9b1WsBHJEkxyzrod4wt5ism5aIH6mLA 8010
river/multioutput/encoder.py sha256=T2hnNcyNo0uhofvR2XcmwaBMvjd_bf89qZ3xGdSqvAo 2575
river/multioutput/chain.py sha256=94aGBpxMfFQSugwXtEyobgiOyL7hghCg2Sgolrd9Ys4 14069
river/multioutput/__init__.py sha256=HSunlu6jz1uJLYc7JgptO-5uHSEBh1R64mzEFRoCX-k 386
river/sketch/heavy_hitters.py sha256=vbjWc_2KVPzhr4Wxe7k3bMojL6s7HZk2mzQTRPWGnHc 4705
river/sketch/set.py sha256=N1K8UURGHKdGzdZmPb4UjDyrXgwxDzJeIawfNtcmJFQ 8883
river/sketch/histogram.py sha256=NoG71Zk0lg0reJMjgPpRd76giepQJ6ZHhzBQS9Z6zpw 8302
river/sketch/__init__.py sha256=PcWXx_MIwA27mnD4hyHlT66s39rikJrCgvzmc_Tk-Dk 396
river/sketch/counter.py sha256=mfx4nZUp5IYYI0JfMbjZjLxB3mnnVcIsXm5Heh885wA 6571
river/covariance/emp.py sha256=AzAvmXRh0VC5AAN2YpqnIyLmDFX33awWkIMoJUSYp0k 10642
river/covariance/__init__.py sha256=Lmh7Yq_LP4fTBJUK0HCO9hDHLfKdOj_3Fb539zESk5o 213
river/covariance/test_emp.py sha256=qXIxrJwI2U-1X4EKmuos5G5kXPoxUJHkDoQylEFCm4A 4844
river/proba/beta.py sha256=zccbd8Cg3v99e1brIYyvVUPF3pJ4tdnpmGC8AFscrrg 2879
river/proba/gaussian.py sha256=Cui996kBQ-zFT4w8TxNiGrwbEnGrh4cx9PK5h90L3mY 8821
river/proba/__init__.py sha256=oh--VcfqR2JMoevpTyaCzdCJWELQNvKmJ3RAUJVuiTw 281
river/proba/base.py sha256=gfVfi3lFs5qStECQUisspgIWWyrp2X2usKPncdBD2eI 3331
river/proba/test_gaussian.py sha256=IyaXN4-QSjDriFGE-hLHlVJ7EJgtuy8Jul4t8MDIbIo 762
river/proba/multinomial.py sha256=ZDCzQyI_PTdfrClAgogaURmr7ppvreMSILDPInKazhc 3107
river/optim/schedulers.py sha256=TyvfaIRD2QkgUgqxIuKV9GUAUCajMsCFTYztMXwczeo 1850
river/optim/average.py sha256=-Uy2CGlk-v4nSxQLV61RiyCOMs41BRqpuKVJ7BCdHPs 2759
river/optim/test_.py sha256=iJBN3Vl8oLB_lCVOoECh0Dbg3mp5DHLhfzQoxLg8k04 2746
river/optim/momentum.py sha256=7awedg_KJU3iVLctYdyXROVCSJmzXK8I7gttZc7QBEs 1113
river/optim/ada_delta.py sha256=BvoFemcRE_Gj5L9ZG-MSKo1nCaWyUu1T6aN1liS5y3s 1811
river/optim/sgd.py sha256=xR5T07a56M565vNc9RXt-g5fDSl5WbCjONlDCTXbvt4 1285
river/optim/initializers.py sha256=RZpKLumJKa9-hdSArAfeiUZkgx4B_QQacMHWIEYwpXQ 2108
river/optim/rms_prop.py sha256=ld3UtezSyCdYaYze6FQbzjJqXUaB9yq-wI7KuIdWO24 1825
river/optim/__init__.py sha256=ss_B_gkhkXSRq6IuTj8RTt6ST_vGLntM6yxWRuFM7cQ 802
river/optim/nesterov.py sha256=5phgWE1FO_thsM1sfw-CmphDdoPArtPlkLG25Dc87Ds 1364
river/optim/ada_grad.py sha256=r4QaqrgPnyVzUBAAap98AIkHuHNoSxtZW9wqf50JRl8 1467
river/optim/newton.py sha256=_XdlU79kn2Ye8KJKB10b5b48n56U48gepCPIjVpCFzE 2207
river/optim/adam.py sha256=iQ-h107HHB13gUrQzf7euHaTgLWGsbKX03UCF_9iO_Q 2603
river/optim/base.py sha256=KHl3H6jZQAn1AM-gli0wp5BiPRx7zHqWDdpSpzGNTZU 4746
river/optim/losses.py sha256=0-1DZTpfr7S3_EfCKPJh4BIGStoC76akELj-lL6__7A 14159
river/optim/ada_bound.py sha256=LMcp56oEkLT0-yh7sJDXv6C066nEkHC0jeE28ECqhsU 2410
river/optim/ada_max.py sha256=a6dX0bhVOoldCuuLokameAirrBN4oX_4Ht_0UZnF64o 1951
river/optim/ams_grad.py sha256=t0wAZQq_zHsY8Ti_MQLJ54DnRO4fQi0g66zWnA1MokY 2336
river/optim/nadam.py sha256=Rv2M6M3jat9E1cZ3aENqqpxc5bEvE57cff-_Z-CCPC0 1921
river/optim/ftrl.py sha256=GHXxiyyAtYwcDmv_02yiW--GThIBeZR1ZzKRG5eiKUU 2299
river/cluster/dbstream.py sha256=bnsuWn1qQaj40v61Po8A5hTzIRodlMdSrB26u1pqdQU 17993
river/cluster/test_dbstream.py sha256=B81E5bicCBWUWoEcGQfe7axt0E9axNEvK2zK2ySUVnI 6983
river/cluster/__init__.py sha256=h15zVb-kLLtdVIxQFMfpSNpxwyBhwjGP2N-94AM3yzQ 385
river/cluster/denstream.py sha256=Y7Sbb0JCghsUgosrFv7CgccS_5lvg9wG_sJemV8tj_4 18191
river/cluster/textclust.py sha256=j4Ze6BujwWKQ3Fa3EpQ2NDYZP0Ktf5iQAir2rQKtDMY 22982
river/cluster/clustream.py sha256=VwD9GTrT--Zq_zOodXDUJmp3KTytqGQZdqlVlWi_4Mw 12144
river/cluster/k_means.py sha256=HTQws6WtRnHniTjSlSI-TL0FuE0OhjBHY75VdKOfg8Y 4378
river/cluster/streamkmeans.py sha256=-RLDEkzfyzauxaQK-N1ShWPba7OD7o63NKjhMyuqpXM 3774
river/cluster/odac.py sha256=X89mfcBisOLD4kGVBYLN-6vQIrXREWdKgZA1EDSJhuA 23308
river/evaluate/gen.py sha256=R6tiuKHxWihEXy6spP6IYCrQ1oCziQZzIJolGc5Xau4 2137
river/evaluate/tracks.py sha256=qjHdNiqUmkNt80t05JXGi-6md76eAb7_pIefg8t0q3A 2971
river/evaluate/__init__.py sha256=TklzCHPmB35XoVfULvE6PZ6jL9sD2Jl6T-k_H-FHyuA 1112
river/evaluate/progressive_validation.py sha256=OLZsdR4u238ldeY-sJswpNhHpoguZBFgnFmYUfvOhDM 15665
river/checks/utils.py sha256=XOOU4l4blcMx9NgBtrgCqk8ip2fN-hixtnj7E0ezwKs 815
river/checks/clf.py sha256=mf6cZMKSjHczj7ncYZZ3T1qLfKDpd9plHlar5W86MMY 1268
river/checks/reco.py sha256=ytA-cS74KG7txS9bIPqN37sUiJlLaFajfMaPeeBqAyQ 552
river/checks/anomaly.py sha256=ja71uie6faCJea5TMdVhvLWb3jtKoe-6kTRt8fjjuEw 423
river/checks/common.py sha256=n2brkdYy23RPuMknPqNAWW8HAt5rahC3U24Rd6geIg0 7079
river/checks/__init__.py sha256=QYZfUuV9WzNi4yNZ7VFXPSeMip44jshybrUlos_OTZc 5850
river/checks/model_selection.py sha256=PlK89myGY5oFNJXGEBBnzwhYsBZsNRXVe8ofFXqYO8o 715
river/reco/biased_mf.py sha256=rlDUZcG6NWptbq9L6KZR2sJysVrT_PaD6GnTrGJHF3A 8487
river/reco/baseline.py sha256=ZuLxJ9OiNo3zDPExVuPztcskF-nzcmM-e3AtVwtB988 4607
river/reco/normal.py sha256=CoKYq1bYC_HguomDqiXLa75hJheoyEomlmyl19cdQD8 1941
river/reco/__init__.py sha256=J1suDQccYK7K8eut4p_Q9fqN9Vl8kXhDGv3qQCaCclY 1275
river/reco/base.py sha256=9XZah-eExV1t2TQ_PgIzUBDJoVrT5H3mmlsRtcLmxpw 2127
river/reco/funk_mf.py sha256=vNCIwgIQ0LIauyqofabiy0fXB6RwcIrPO_c8UeapKNA 5169
river/datasets/chick-weights.csv sha256=DcLCTO2dRHlY0Wvp0VN9seaXPIZyI1U2I3CMh5CAvj8 6331
river/datasets/bananas.py sha256=C0R3aLZ-aLdBTgiDmGYkhGwa4StAwSGDWTqnr30RbGo 634
river/datasets/solar_flare.py sha256=ptabOxJkUp-_dqYgwyQtn1GNNxTJIOcbKmVGDW-YRHY 1210
river/datasets/test_datasets.py sha256=kJVr4f6dQduJCQNR_opBL1SDA_ekbhEcdSRxmR9XVYo 3121
river/datasets/segment.csv.zip sha256=keRALvy29qQIfkvPzQdJdt2OSIGdKQ9Fuua9ZSvRbXU 122552
river/datasets/segment.py sha256=0-ET_QZ9BSqE8qhDJ9VjRtweXLYvpWIqn0n04fsmIWY 1522
river/datasets/smtp.py sha256=dCPh-7Ce-Cju_eDemJ8uuM0fPGgHsM_ClgJjv6TYCUM 1011
river/datasets/banana.zip sha256=AJVSVZjiRdDwdfpl5FU-6tq6Ud3zk-RJ5pWeBh7TMD8 49917
river/datasets/credit_card.py sha256=sju2zDW3FluEIAzBbyJoVSSn4DY0PdZtIKc9xo78suY 3732
river/datasets/http.py sha256=xgpCo1x02R3sNrkjZiA7-aAtj32yca78g_LP-oJuCRQ 988
river/datasets/phishing.py sha256=zXFZdVeNfyIK-SfAdVq4Dp6-V81nwDTa8RrGHVpWIr8 1127
river/datasets/elec2.py sha256=lfJBtMOxwVr3UEANGtclWcMhrPfRM1AS3avgU82uHFg 1633
river/datasets/movielens100k.py sha256=Sz6bCJmMaYKpbEJM2XhWlHOUu4kx_CD4VZkNrFyGHho 1832
river/datasets/higgs.py sha256=zfxzV5WY5nAC19qm-tcGSVFd1bdrNXfN_8zB_NXW7S0 1956
river/datasets/chick_weights.py sha256=ViQicRfI33NUE1vSHSr4yjbi4bHE1bIBwtYhebTve7I 854
river/datasets/sms_spam.py sha256=F0ds2p4Ddr_YRYYbInaBDf71XFKVAWFESmtFHoUTo14 1152
river/datasets/airline-passengers.csv sha256=kIL7oOyP-6W_y9t84qPjABIXpVAGs9uKfVoXXWx_OSY 2182
river/datasets/__init__.py sha256=eztO4X-c0tcwD5cRyNq8had6pOggt43coJq6tCWAj_E 3340
river/datasets/solar-flare.csv.zip sha256=eakEpsMMpssRyn4F_MocQ76XUK0p0Ljhqmwgnge1XRw 3117
river/datasets/trump_approval.csv.gz sha256=s6Qu3HqwQUUn09Fay_Sl29G3a0PXFbdFctpL_ako6sE 10957
river/datasets/water-flow.csv sha256=bITv64sUjdKs5lbxH1vZDeItrQFLCU47qv2NvKacg9w 41672
river/datasets/web_traffic.py sha256=fW-eGddF2jEAWuSAkMOfTWvkXaynJowQIM5pvgrG7q4 2399
river/datasets/phishing.csv.gz sha256=2KbUS9lnLoUrilOtLGQin4GXIVinfZgQc6mLF8J696k 3991
river/datasets/restaurants.py sha256=XLxYvhbXS_q3QztjNM9IrgwfvU_efo5S4857KPHBWaQ 1208
river/datasets/base.py sha256=i7OBrzJkT3NOeDjNc0t-mrJfp93hb26DLZk306s8VTw 10233
river/datasets/trec07.py sha256=3_hHXz7dmtuXP3iIVr59mD71k1Xs4vPB0foOiug-2bY 1223
river/datasets/trump_approval.py sha256=4CS48Zvw9uqvWP2fr21deNdWxVxUjC6VOcXNd0F5a1Y 1275
river/datasets/water_flow.py sha256=1WmuSHqS_RlcIjGAZhL9JQIGD0bVotgfmiZloIbp2Yk 1359
river/datasets/bikes.py sha256=vTCh7c6hUePzeN4kX2978y4GD8SaDDCwP3eoFH9l19A 1176
river/datasets/malicious_url.py sha256=_Ca2amKhAhsjbvdBOXHk7-dr__A26kYXE-TQA9Rkims 1497
river/datasets/airline_passengers.py sha256=hqf6GsfHA76b1Tvi508wJPqE4YYPGR4Z-TDsWSRMLgc 971
river/datasets/music.py sha256=MVWx8a8ffkVSUoiGIe33Bp0XsncXOLwBHqXNWbHQiDE 5410
river/datasets/keystroke.py sha256=aOfAmZ-YXPqgoh2U_DaMe5LhdQojQ91R9RkNRVas7o8 2040
river/datasets/insects.py sha256=gxgGQxCsoE3P9ASgwIqM1h-sTViMv-4yJdvNQ61EpzY 2720
river/datasets/taxis.py sha256=7osOhH_lWV7HTr09-BSuahfhWJs51DmvUPDQK7lVS7I 1202
river/datasets/synth/waveform.py sha256=wi4h36HKhUpz9NGbuiDFLp4gH2RRHfVkvYyQPVfQeK0 3315
river/datasets/synth/random_rbf.py sha256=OXgBMbo_tCVFLgWbB_InnVq5dlqrL5J-KSiTF17yN70 8901
river/datasets/synth/logical.py sha256=mINEesJq8xjgp5TcG2fLKPCs0H9E_WawCT_OjYYvC-E 2896
river/datasets/synth/agrawal.py sha256=IFRRarDptHgQSgBqgei8wOETSTqQNyZMeGOMXORx8Gg 12209
river/datasets/synth/stagger.py sha256=b1yCo_ABTseBMXZrycVcd-aHtevpc2T0TOIFKuK69c0 5466
river/datasets/synth/anomaly_sine.py sha256=tgDZb85kZykiyAewxaJU030Wyvg_8x4MAZT0hdTVmyQ 4767
river/datasets/synth/friedman.py sha256=v-5flz10wf5QrbhHOUn0btXnx_AZKorJiqTdvvVsnZ0 12940
river/datasets/synth/planes_2d.py sha256=6PRoAX8SGN7xFLSAfcR9p33ZHfLdeM0P8W9QXUYMDeM 2081
river/datasets/synth/__init__.py sha256=AnhCsfxe018XvTfOTYDyRlWZfQfoklpn2ZGTMlA6lvY 2946
river/datasets/synth/random_tree.py sha256=B-0xI97z_GyK-ojpbcoFOZ8T8QFjhsPrbT1GXtpMX24 10554
river/datasets/synth/sea.py sha256=tvdT7xSIcxjezxe4ujIvDkyMVYMlIi7kyF2y2YtzJAY 2485
river/datasets/synth/concept_drift_stream.py sha256=YwySA1D_zDiyWQlsUKNC9kxmW0lxJlOmcaXJWKV_ZxQ 5994
river/datasets/synth/sine.py sha256=gm60goPaZPMwObmMq-sKglAza2lVdiO2DlFEMD091qQ 6290
river/datasets/synth/led.py sha256=jbJjCo6ce6toOUInisLeohQzuE_hTcYMX7kipT9sRSY 7452
river/datasets/synth/mv.py sha256=EDbylLOLs3xOwyDgpBT-iZqVL5uTQpjfvDB9Jzc5Nqk 3953
river/datasets/synth/hyper_plane.py sha256=IbMxC43Zlr4w5DHUffEGOAMWrNRusmmSGcZk-nHzpG8 4647
river/datasets/synth/mixed.py sha256=zr-Od0_NIsYL5Yfsny-siTErEgq7THJeh1gOzwhnj-g 5343
river/imblearn/random.py sha256=OSgIjkhcD0kviWlonVPmS30XC3cIQUEGDznYkWrtbH0 8394
river/imblearn/__init__.py sha256=sffHCWiyvyEIpQq-lbFd2DXldF8GWYoU_Xl5ltjFu4g 477
river/imblearn/hard_sampling.py sha256=IL_qt2_Fu65kfe9VIs5yzCxkZasnWI5kDAZfvMvVFOI 7127
river/imblearn/chebyshev.py sha256=OJKHitIT-4_yegk3mDC91RxakA3wEZ-8pZtZVRcvF8g 7107
river/tree/hoeffding_tree.py sha256=LODGWz0a7kXSBVevHVHElqc0kn-_lpwXXk_o2MRdDMg 17884
river/tree/utils.py sha256=l_Ew_8CLwnGUCH6lgtQ9OIjDtw9T8e4g8LA3qSKRqAQ 10844
river/tree/test_trees.py sha256=G1z5NNR2K7v9HiONpCUx__BmX-5JaiFxYDgMYYXS2Hk 4205
river/tree/setup.py sha256=aIDd-H7zXs3LIUdVPTZhX5O0ZCxb3b_4fhkKI2mwgXg 507
river/tree/hoeffding_tree_classifier.py sha256=5Tu1_WYXNfrXTdaDMfiD58gtRDVCZoINzC0RQuUXApA 17215
river/tree/__init__.py sha256=DWsfHJMmDfIjSR0OeBtgJHXonqs9lSktbk9Tvx2opcA 3177
river/tree/extremely_fast_decision_tree.py sha256=cM8Vy2f73dMURZiBiq0W4Xq8j4U8ngjdoz1t0z3HCyQ 24126
river/tree/test_splitter.py sha256=wnJW4ipefbhwjio8GfsJzhYv2f9354jLpx8iOhtKeK8 1820
river/tree/stochastic_gradient_tree.py sha256=n0YiNr1A5IgnsGPYxSuCQT5tOWykHUWazJUvS3vRYbI 15547
river/tree/last_classifier.py sha256=faMIyggGuLdaD1xq5MTlxyiMu0s807ZkThFbi7IGFTM 14874
river/tree/base.py sha256=MAy9lDt2euZOoEJSIqQnp6BAQputC-ol-G8GIMozpxc 5828
river/tree/viz.py sha256=Nrm0Iaswg2D-9s6bOtcDHM1mkoVApkoCfTcsWtaFtRk 2023
river/tree/losses.py sha256=oB1uHPTtPqfx8_frmqzXPkdkUN_10f2_G9lCi_oAS5M 1431
river/tree/test_base.py sha256=RfU2lrpGrNeUNXzTHBon37KgGmbsesqpNlPHNTmuWNU 2821
river/tree/hoeffding_adaptive_tree_regressor.py sha256=1zIuX2YwPjBiNaBwiHUdZD4Y1zSxY0f3x9o4w-Hz5rM 12424
river/tree/isoup_tree_regressor.py sha256=Cmwepjkm0K45plYHC54PqP2w3OOVfWScpii3KrTlFGE 9930
river/tree/hoeffding_adaptive_tree_classifier.py sha256=fGMF1hpOw8rbRwl8m-NnNdSr1G3Q8rCd0ueVRVdJEHY 10554
river/tree/hoeffding_tree_regressor.py sha256=NoZGyi20AMTlTby79EqjTOB0AIJwbqdSTwK7uSzmBiY 16357
river/tree/nodes/last_nodes.py sha256=TqVryC5USI_7Wq0M6TDjSlDGviNWDmiLj7SIS7ybLKw 7268
river/tree/nodes/htc_nodes.py sha256=k21Syh9WMhUPk5A17eViNkGnNivtnku_0olkNlTJ4qM 6675
river/tree/nodes/leaf.py sha256=B4c1JiQEmmnTjZkVNVCnsoTmvrcGbLqAGLhWjSfZ1Q8 5117
river/tree/nodes/isouptr_nodes.py sha256=ePIlLXu16zba4MK-ibDmnXQ6xqsGlLB6zuv2ipuEtQQ 6453
river/tree/nodes/hatc_nodes.py sha256=7SZTnm9BGKZ0GIGj-Lu57RsX3Vku0p7pM0maP6lunmE 12554
river/tree/nodes/htr_nodes.py sha256=mK4juzYrEELQxSRriOxM7yWj90xgNOntGGMUebw30JU 6345
river/tree/nodes/sgt_nodes.py sha256=JkYrhReRygq1qMzdOGsS7Wi3tuXK8lvNA_K4tV8jGs0 8789
river/tree/nodes/branch.py sha256=BVcW_OXeOulAousHDKXHqMAT6YFS7CfkP9tHzjimuNc 5883
river/tree/nodes/__init__.py sha256=keK-o3WcSGL94Zf6zgO4OlIO3WFElT9NaPvzUyWdUrQ 112
river/tree/nodes/et_nodes.py sha256=u-q7vgMzwgvZA9kBQoaStedfIG9PPtTehtHg8NXrGUE 2162
river/tree/nodes/arf_htr_nodes.py sha256=3y2-dZqG8N2nuMaGr4doYJ22R8QRCCBvp_rwjy1vaig 3001
river/tree/nodes/efdtc_nodes.py sha256=7WSMAQ1XG4HzBuRC9hasdvZ9iQphWhQ_o8u4YrwWTns 10009
river/tree/nodes/hatr_nodes.py sha256=mhfDHuKVXAU8M6rs08R8ujy5ZKeX3zeqYQs8_8ORgMg 12533
river/tree/nodes/arf_htc_nodes.py sha256=3EMuFraJM-hRYbhaY48Uf8ybTagAOM-C7di0j-sUcS0 3810
river/tree/splitter/nominal_splitter_reg.py sha256=PswsyxFeh9Oh4q916zdJRLgyihQyBgBRrVxQrxc3mbI 3255
river/tree/splitter/ebst_splitter.py sha256=7hu8U3vl7yhl8AsN344qm2AmGy2YRRGJ05osdCNNnz0 11093
river/tree/splitter/random_splitter.py sha256=22jgyNLWmkEoD5iMcEPTaJFaKBtAswDVt0Y9bWMEXaI 2535
river/tree/splitter/nominal_splitter_classif.py sha256=80coizP4YC6pEymIKuP4JeCr72UcvzbmHBLt9hio6Vc 3911
river/tree/splitter/__init__.py sha256=dW42e3VEqOg-f6KM-dx5fRFfnxB26k-WtS5Sq6s5Fys 1569
river/tree/splitter/histogram_splitter.py sha256=0L72Romh_HeCRzOGXLiPVXZ2YvkUZedqFrh8WEeTG6s 3475
river/tree/splitter/qo_splitter.py sha256=wsEOZWPHICZs0UHWoHI7zeSEU7nY-rdfTDIIwHSTTwg 8083
river/tree/splitter/exhaustive_splitter.py sha256=T3twdO9Segk4yGU17cZffcqux-wJwLa5lRebwBjya_k 6550
river/tree/splitter/base.py sha256=JPvfY4-aXImBsZqLUNVan7i_-KU3ii567FllazhOCv0 3302
river/tree/splitter/sgt_quantizer.py sha256=ZP3v5jnEcCNGxkA7-UHISUjA8IT2-iXisYHoxdFGfc8 5892
river/tree/splitter/tebst_splitter.py sha256=z8R79JeJAE_UNDehrDuL9Y-OHLulPv57tU41WVCIMnk 1034
river/tree/splitter/gaussian_splitter.py sha256=yHr2zgRC7rArm2GPafifrE65kgYHdAPNcPUaRn4j9s4 3783
river/tree/mondrian/mondrian_tree_regressor.py sha256=LsJVD8bUHsucV-vgPDVu6Hw89M2A2pTSAG-uzPrZTIw 14189
river/tree/mondrian/mondrian_tree_nodes.py sha256=DMSVH_rSfI8wbmQ1Wk_clkPiD9TcBpSEqlVxJ_mwj6s 14577
river/tree/mondrian/__init__.py sha256=3y4NYLKZTtyT5LOfOvEPgBRzbxXGSrUGzf3iF8DOA8g 539
river/tree/mondrian/mondrian_tree.py sha256=TF7meb1C0Y3Yoe9LHq016Y5v436l7AH17NqEarIi6vU 1276
river/tree/mondrian/mondrian_tree_classifier.py sha256=CjYA6cpVa-BalZ5P2boOmZLeTTfKCHUAhCT_C_3ZsT8 16670
river/tree/split_criterion/variance_ratio_split_criterion.py sha256=hWj52eD4p0JmCa9v2vqk8Mil5FyYg5FiBLNwOGOz1VA 1676
river/tree/split_criterion/gini_split_criterion.py sha256=bG_v-MxgM4mhgHSZUZ7UB-y89-oKf4nkTd-64kZJ4ao 1898
river/tree/split_criterion/hellinger_distance_criterion.py sha256=BKNmihIZO6-jSrg1t3_1RPfaVhh2dWpYm4_RP3PQANI 2550
river/tree/split_criterion/info_gain_split_criterion.py sha256=V602wf3cqbnoQohNfAp-5CyIzg2zFs8CbyiWEHSIVvU 2679
river/tree/split_criterion/__init__.py sha256=nitnxf8oX7ycgweVK3B_h_ZS_rc4q_xrJGAEkFyDBsA 717
river/tree/split_criterion/variance_reduction_split_criterion.py sha256=HEHpPGkpSF2rqxnThLqQnNyZZDgOof_WWUorqpPR_jY 1674
river/tree/split_criterion/base.py sha256=7_uo-lD_FH8PfUZO7uWbLqUTFX06Qhwe3jys3Aiekm4 1552
river/tree/split_criterion/intra_cluster_variance_reduction_split_criterion.py sha256=YSRGHeCFmhtMwWZy8iTAxRxZ4DpISWd5ub5QKZrsu5o 1267
river/misc/__init__.py sha256=PkrPxrwM52vmBFjyVMAm64D5vSL5HUgD9Zn-XgxysnQ 228
river/misc/sdft.py sha256=Gs27GPOhqi1n2ssXouurFGI6PGOPSpR5RE-oSNae6Sk 2234
river/misc/skyline.py sha256=iwuKCD8zf_E1vTIn8OC9hlZTlw-5xjdLTBUhX24bidk 5846
river/multiclass/ovo.py sha256=ovdRFEoJzojCrExZsS6ODUOp_Qp3hYhMl96rq_wLUoY 2829
river/multiclass/__init__.py sha256=3G6ZtzIj77COlUR3xsThTXzAoG6I18i4S3GGGGxVV6w 263
river/multiclass/test_ovr.py sha256=SrXY3A_QO1BE84-mrLVJ8Tui-0GphmUVsNI5xNmpFBs 1256
river/multiclass/occ.py sha256=1SDn5aXik0Xq0WEH5UgNePLTAYuCNyb2Ewjm0ItAmWI 5943
river/multiclass/ovr.py sha256=j3vx7buqJN3FD7ltxAGYjVHqXNWgC_hgOPs8S4S-6FY 4184
river/neural_net/activations.py sha256=kTSAuo_gq3RHFhWh1_OD6DoXmDXDrLJHraCQAZxkyfQ 1548
river/neural_net/__init__.py sha256=IGnwCOd0nUA5J0GffgleFQ4NKu72-vMt6PzikvHpvL4 159
river/neural_net/mlp.py sha256=b8a0kLevrt76ySVAyCMnXSOYn2-ZMfF9dV6WJQeLufg 9957
river/active/__init__.py sha256=F8EZtCjZZFlqj0sPHpymuFD1xWlmFsGzvNoKFmNY050 160
river/active/base.py sha256=3-j32EfLtG9AUq-qtnLTaB-C2LYBSf1XyEX1mU2iZi8 1856
river/active/entropy.py sha256=z2JARlpEtDDWi1YkulRC61FXgFz1diEg0GbYPP3xACo 3120
river/utils/sorted_window.py sha256=x7NghuddfRk-00z_SOr5pfUsFmY3tNz9qCYPcR3JmhE 1312
river/utils/vectordict.cpython-313-x86_64-linux-gnu.so sha256=LcdI5EBFlq-XnvOD8rZN-zGa07fEhKTAR9cfaeDbMNk 2235472
river/utils/rolling.py sha256=wkTurGWeqKtJ6sFlXcND8q-miu5pU7h8jkKW3WQikuY 4241
river/utils/vectordict.pyx sha256=niA6pBkNavbPQtE6Il3vgjE-QNfUOGB5fCzlVecONqc 18769
river/utils/pretty.py sha256=-VTPzYng1T_sHNLefPxfrHpjEn_612_jB47N82RXL-A 1954
river/utils/context_managers.py sha256=2DyxZJ6uH2mxC327C-ulO2XxWs9KArUy0Pv4WK6KfF8 113
river/utils/param_grid.py sha256=sOQUeEsrjqSuVSuY3tDMoqfKIa91h9K7oHR3onUFRIw 4825
river/utils/random.py sha256=ophTAFrxBeE-IoEH_QdcawU9LIC0PqgzZ3-xXO6j9Vw 999
river/utils/test_param_grid.py sha256=A1MvssKp2zt86fqWInU9IRWWf2eaRqOVBaJT66uRGdw 2113
river/utils/norm.py sha256=FU6A6ZF-9t0cux_d1GDiyV5XAh2I9WxuDn4vgRUinSw 1893
river/utils/test_rolling.py sha256=3jw9bTzFxHPlWvjP6skV9V3xG8LycYRNHm-fRl9Awxw 1131
river/utils/__init__.py sha256=XP0SsZgAFL-ItPalh9PlcGotznumNzwLTuEVMfozfeI 539
river/utils/test_math.py sha256=M7RpKzCEfoG9cR2rfx2PpGjQSNJd2rH3gpeMvYxgh0M 3391
river/utils/test_vectordict.py sha256=Ilq3hjZu7xznoMclfeKMp1dNcTPgyl8ws-GsgYK0dAw 3755
river/utils/inspect.py sha256=lcmKpJLYhnYv05fjSxkhMHUj2907IOUAMKOOx0xK66U 3035
river/utils/vectordict.c sha256=GeNEjzD5bpUW_bjIxae_gToKB-RVI93gnUsUO87IA5Y 1271223
river/utils/vectordict.pyi sha256=nUCLEY08OziQgndZFPtO2kutL7LJ2JsvP4cadcsOPQ4 1801
river/utils/math.py sha256=rsggkT_5NlQUYDFsb6jA1gNiHBg38JZDK4A-d1DBRAo 6888
river/compose/test_.py sha256=z5FVV8JHCst-cmbCsYq6q2Ata5d62yLFVTUKO04kSfE 3713
river/compose/grouper.py sha256=zOzF_Fy_RZNRNneOTCqvydvodu7GeFCzyNEUqAk16h4 1426
river/compose/test_product.py sha256=7A5qOR2g1HMbdE_nu22dQi6JHmohk5iJBkdbE6wBPnQ 6965
river/compose/pipeline.py sha256=4zpaB7Z_8hDMBYcGcjMop_ufjU3nmgQ7i6IJZqxeziQ 26371
river/compose/union.py sha256=Re1_2HW2mI-9plfUs61l5QfivcmhkfiVJ8LkGURuOUQ 9696
river/compose/__init__.py sha256=CGIL9q425vpNbv-hV9P8vNpgmdQjyUp3gtKHuw1nPMw 906
river/compose/func.py sha256=6onkW98l9ZZO9iZzF4d1GMC86U_YAY5M47wEzVDe838 3526
river/compose/select.py sha256=BxfUbtFQP8hDdqusgSPrHfTWUzzuGRs3_EAarQY8wb8 5455
river/compose/product.py sha256=AVigFVMKXxjlgf-7GiCeMxZSefzvFkpnfhSbhOJKp5A 4512
river/compose/target_transform.py sha256=PqK2MtO6MfcR4toeKpdD62GoC3P3ifTTiSLlp0DqIQ0 1788
river/compose/renamer.py sha256=BXwvP0xv_Z6o5AfDmwGlJ1LnHKYBnoKs8Dcf5w4FKfA 2015
river/model_selection/bandit.py sha256=R6bAeFAesfPMG9OX2rPGOFO-BxfkspcE9JjBLkcqH6o 6344
river/model_selection/__init__.py sha256=BtLvRng3LKi1hEFmbXtz7QEEpApUXQ6LeVwFv0ndVPc 1202
river/model_selection/test_bandit.py sha256=AOf6kwygU0DUruSKFTpaKk5vjzzoaKGKPNhosOD735s 3290
river/model_selection/sh.py sha256=0ekmZ7wsseOF2XNa4JSDAvU9rFkQgpLsM24goSpuT3Q 15044
river/model_selection/base.py sha256=JfEAfc8ZYM3XxDcZwe7t89H6XtJxNHRpCgfxXLT5x6g 3419
river/model_selection/greedy.py sha256=ReBUgzxF3Dx2R_mH9BGrbi5EXhrqoll8oitFhAgN8PQ 2254
rust_src/lib.rs sha256=0sihp2xKnDhguMc51rCOyB9X1a2X-RkjbzfffeZRWYk 8970
river-0.22.0.dist-info/RECORD
river-0.22.0.dist-info/LICENSE sha256=6H8sjxumEXAq8Qy6dF5s63c9MjEBNe1VqicixV3Q0Hc 1528
river-0.22.0.dist-info/METADATA sha256=Jc-VAy7EqATKL2zELTB2BXuPXm5xDY-r4X73O28Pijw 9007
river-0.22.0.dist-info/WHEEL sha256=RRoGoZE_KTM1CZIu2T4ZwFRs-I-ofldKBSh2UNBmcE0 149