Wheelodex » Projects » reservoirpy

reservoirpy

View on PyPI — Reverse Dependencies (1)

0.3.12 reservoirpy-0.3.12-py3-none-any.whl

Wheel Details

Project: reservoirpy
Version: 0.3.12
Filename: reservoirpy-0.3.12-py3-none-any.whl
Download: [link]
Size: 202483
MD5: da1096f10ee2fdebaeff3744930edc68
SHA256: 7f869c59fb76bc1fbef379348e509c3d623929a1a08dc96b6f94f1afbbbfc601
Uploaded: 2024-11-12 17:49:36 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: reservoirpy
Version: 0.3.12
Summary: A simple and flexible code for Reservoir Computing architectures like Echo State Networks.
Author: Xavier Hinaut
Author-Email: xavier.hinaut[at]inria.fr
Maintainer: Xavier Hinaut, Paul Bernard
Maintainer-Email: xavier.hinaut[at]inria.fr, paul.bernard[at]inria.fr
Home-Page: https://github.com/reservoirpy/reservoirpy
Download-Url: https://github.com/reservoirpy/reservoirpy/v0.3.12.tar.gz
Project-Url: Bug Tracker, https://github.com/reservoirpy/reservoirpy/issues
Project-Url: Documentation, https://reservoirpy.readthedocs.io/en/latest/index.html
Project-Url: Source Code, https://github.com/reservoirpy/reservoirpy
Project-Url: Release notes, https://github.com/reservoirpy/reservoirpy/releases
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: Implementation :: PyPy
Requires-Python: >=3.7
Requires-Dist: dill (>=0.3.1.1)
Requires-Dist: joblib (>=0.14.1)
Requires-Dist: numpy (>=1.21.1)
Requires-Dist: scipy (>=1.4.1)
Requires-Dist: tqdm (>=4.43.0)
Requires-Dist: hyperopt; extra == "hyper"
Requires-Dist: matplotlib (>=2.2.0); extra == "hyper"
Requires-Dist: seaborn; extra == "hyper"
Requires-Dist: scikit-learn (>=0.24.2); extra == "sklearn"
Provides-Extra: hyper
Provides-Extra: sklearn
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 11718 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.4.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
reservoirpy/__init__.py sha256=8f4Qc6Sr4nhcixPH1TVcfa0k0DX42_bufWXgRxjmxrk 888
reservoirpy/_base.py sha256=KJEYnGkQ5hMD0kVndyCw_iw_MEyWwPm53GOahXGFKjY 24392
reservoirpy/_version.py sha256=uzDtUmN3o6XGGV0Pkoi7vJCijlJJCOYCmLl8900CcXg 23
reservoirpy/activationsfunc.py sha256=mCa8w4uniI7ntB7syHHCOIIHjjQzVB09beZW439iI-Q 3923
reservoirpy/mat_gen.py sha256=Mp3v6EWTMkO7s0lfRgEK0YjMm4B7L24XqKDcpAKW8vQ 49730
reservoirpy/model.py sha256=CSXqSRdPCLLmc_raEgr9BWIlFFAgk1GLjIHL6bbcnx4 38057
reservoirpy/node.py sha256=I93mlgIhXXh031zsPfOO2I803S3yFBRDnzwaNkcYdtE 39344
reservoirpy/observables.py sha256=FmacOfQsACr5qAWQ7g-dl1HzqSgszAxNfWFMzx1JOl8 16238
reservoirpy/ops.py sha256=T5YC5tgrgUhthVJDaofSwVRHlUnWm5otFng37rZTaq4 13463
reservoirpy/type.py sha256=pt6hIee6fg9hYk9EJZJUsqgoW3YOrA2oC_TOe3f41gc 2398
reservoirpy/compat/__init__.py sha256=kCTpKiMHbwb78x-g8tqpAZw2ys4WtER_8InAFVc9yyM 5647
reservoirpy/compat/_base.py sha256=CLskAFBjMS9gOqRX36uSiAa9BYMkPFSotJj4dp-5XzY 25129
reservoirpy/compat/_esn.py sha256=z17tlPiNK-Ma9uL-GP-ha7aMQV__61cbuzPJ6LBer80 10288
reservoirpy/compat/_esn_online.py sha256=ggxcAzqHciv_vHEb6xRZGziq-VNPfoLg4O6UbZTGGOs 17769
reservoirpy/compat/regression_models.py sha256=lbgb-WiOxWr3DGpOo4qv_4KwcMebTGEHMgY6BqGRgcU 7949
reservoirpy/compat/tests/__init__.py sha256=hWKk0cpq6GVh-QmGuNcyycnw0nQsPedxjjeGODJFdTk 40
reservoirpy/compat/tests/test_esn.py sha256=7FSTr4uX0BfNIGDrvO4s2a5OEDJ49VjSjFGX2Xs2rJI 7040
reservoirpy/compat/tests/test_esnonline.py sha256=s2Muy2Yf4yc41ygIBk4vgjdCWBHbaElJwnjfaS52sto 2288
reservoirpy/compat/tests/test_load_from_previous_versions.py sha256=q-8TO5FF3TfMjF-ako06p59a8m8pgNf9aOdc8q6R8fw 2301
reservoirpy/compat/tests/test_regression_models.py sha256=_yGcacWawGKBTm-P-8sejjjF5P9UB6tK1OGW11Rz5AA 2434
reservoirpy/compat/tests/test_validation.py sha256=TEzbLek62LHPKbJmxQ0roP7UzwwAsDeOjPTqRgvLelU 3573
reservoirpy/compat/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
reservoirpy/compat/utils/parallel.py sha256=ED_QM8tGpheoSCNW1gFpwl5HwYuH1PnAhotb73FM_Ss 4650
reservoirpy/compat/utils/save.py sha256=QV6FKNs_OhzMXlA0gMHjRe8SQAeGllSlHAJPVQBZv2Y 5532
reservoirpy/compat/utils/validation.py sha256=eEK2zEL_t2sFTypfh_Rrdosg9cU7NuPx3Pq36rBDZk8 6591
reservoirpy/datasets/__init__.py sha256=x6E4WpzwfXGlbdSH41xNROPdHLYweDyKSg-o4HJGIec 13312
reservoirpy/datasets/_chaos.py sha256=KjC44-xCEjQbNa69XCJILlO2PJlBma71kliSlGpwrR8 27213
reservoirpy/datasets/_japanese_vowels.py sha256=V_ZdnksFElg4ikxUy5I3A3344vZbX2t2R4QMHLxtcqQ 5313
reservoirpy/datasets/_santafe_laser.py sha256=pjpJdZ0tzONmH1R2X93GceoaLisDT0V3UU_mBehtPf4 1360
reservoirpy/datasets/_seed.py sha256=jLHwYwLD95kjd8QAp3LnZfw5ypOKUte2ImpWNeTcGio 832
reservoirpy/datasets/_utils.py sha256=ZuVWmOepVq5AhVbwdT9hQD9LbtH0VLT4RUK4Bx3_otg 4785
reservoirpy/datasets/santafe_laser.npy sha256=jAcoEgCTVZb44ovJThuyXplkq31_Y8Xiesh7gQrDszo 80872
reservoirpy/datasets/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
reservoirpy/datasets/tests/test_datasets.py sha256=XlaoNXQAXH9z2I5Z4c7VVgjPe0HoXjyLdr37Uk-vwp0 7145
reservoirpy/experimental/__init__.py sha256=V77SSVdjkd7M2TQ6if4Lvv76mbU0qQolDsbonVDQ4y4 1331
reservoirpy/experimental/add.py sha256=B4x3p8k4y5Hug1_Naf6LkvTEuzmD8rpDUpUA-tQfOWw 1658
reservoirpy/experimental/batchforce.py sha256=eUZPey0nhT3CqeT-MJlCGqAbjSbkxEZrqubcP6actao 3091
reservoirpy/experimental/norm.py sha256=PHHGUhJT2GfnuY-P_aQAM7tb8rcadUCpH9lbYhJFAFQ 1149
reservoirpy/experimental/randomchoice.py sha256=9RPELrUFtfp2MkhlnDYltyC4iD9h46eDzhwW17JmQkg 937
reservoirpy/experimental/sklearn.py sha256=TTabnD2KFLUbu6MWHyq0JKYEDmwFHdI0lgb9d5Mp-ME 1349
reservoirpy/experimental/gpu/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
reservoirpy/experimental/tests/__init__.py sha256=zwW_I9j1oBycLqqMFXVmlmQRwIf9Wvclgm-esEFHnTA 48
reservoirpy/experimental/tests/test_spiking.py sha256=KNt9ydZIyxnV7gimRyYbQm8JMMfTtnRC6EtXjoKEj00 555
reservoirpy/hyper/__init__.py sha256=7mkMxBfHYnPpQjgT9ZStdVyRBpCDzGbCzhlppcE-BfE 746
reservoirpy/hyper/_hyperplot.py sha256=PsEgMgfdxVTcUz84_kLWoFdvTtDm6ID69mqzJCCNGsE 11904
reservoirpy/hyper/_hypersearch.py sha256=12NFsk4v_uwQiUwyz5dpErF0THMKvOiOB1Fr9472IcM 6218
reservoirpy/nodes/__init__.py sha256=3JTagcMYpAJSub72HOJnq9EQrrFgBIxnvNnZnkS5HIs 2772
reservoirpy/nodes/activations.py sha256=qswv5ZKwj1DsfoJXMMMLuv3xlx2tUxz-F5oif7JQ2O4 6113
reservoirpy/nodes/concat.py sha256=QqQuonyQ6Yfsqbz3ArWf6Yh17cbr3JcSFRGMhK5r5Kk 2244
reservoirpy/nodes/delay.py sha256=nGFQOmfKSE59PvLVNqzbbQLHup-nH6HkuNXA3nth1Ws 2963
reservoirpy/nodes/esn.py sha256=0zeeOCBgYWHXKTYpMrwdvy-UXUTumoWPcfDXB2w2N2A 13617
reservoirpy/nodes/io.py sha256=ci_5jxne5EeLuAMnijLWyPg21kZy-vRo_OdoZiomllE 2907
reservoirpy/nodes/readouts/__init__.py sha256=Jsr6jwESl3Bv5RLebS5Wye2lBXEeA2kGhEcqeQ3cPcg 197
reservoirpy/nodes/readouts/base.py sha256=uSfjg04ts_KKKUqxOSZEBkg5kpSHtR81fytDSnZx1gs 3349
reservoirpy/nodes/readouts/force.py sha256=yDiXEI4XtCrlgeYNfzkiZUuQIK5p1KyJ2ppgcQj8hWw 5813
reservoirpy/nodes/readouts/lms.py sha256=d9beL0m57qkU3STEjq-dDmOuREtrfWYelVAuMMyHjz4 5319
reservoirpy/nodes/readouts/ridge.py sha256=OT1lfLOzQFWQwgZDwIORrUnF22JN9Fe36pVe1CPXWfw 6450
reservoirpy/nodes/readouts/rls.py sha256=B5T1YZIY21EZVWws4i0YfNM0qREfsoamw9jMFG5Rv6M 5010
reservoirpy/nodes/readouts/sklearn_node.py sha256=fzg7DAkSV2_8l_wdYJSoS6bxqsNiIhBKIfv8cvC7V7A 6000
reservoirpy/nodes/reservoirs/__init__.py sha256=cNW_OA6qW_iyZn2K3uMoLkOE1FwjDad4RYv8lG-5eLY 299
reservoirpy/nodes/reservoirs/base.py sha256=x8c3OOo-9KGKyDzzan0cV8Ff5PKwpdE1pgk0OSbPAks 8561
reservoirpy/nodes/reservoirs/intrinsic_plasticity.py sha256=eANrw_eA24PobW8-GSLFlwTVoBHFIj7gSrHkGwpgm_M 18728
reservoirpy/nodes/reservoirs/nvar.py sha256=AqLHN07BkExlo7m4egPnKzgKh1_pnKjVaVMjSPA5BqQ 6370
reservoirpy/nodes/reservoirs/reservoir.py sha256=u4eL4k6OpKer2rtNKrKSEHVbvBrWGZophlIomOrzPYY 14046
reservoirpy/nodes/tests/__init__.py sha256=zwW_I9j1oBycLqqMFXVmlmQRwIf9Wvclgm-esEFHnTA 48
reservoirpy/nodes/tests/test_activations.py sha256=f92jY35gW-f2MidF5rXlocacsHfYKaYOq6fNuT3qOlc 493
reservoirpy/nodes/tests/test_concat.py sha256=1KFsonKqNFG3xgYvqn8JmidGzxDuEztGgHHHoWcK7XQ 1013
reservoirpy/nodes/tests/test_delay.py sha256=yWanRphT4o-yY3Hqvy0H2CAVfFbOJ90PNdAwEW-OrNo 1749
reservoirpy/nodes/tests/test_esn.py sha256=AT66HtBmVcQnOddqBQBkh8oOFyERrUC1uhu3Oht6prU 5265
reservoirpy/nodes/tests/test_force.py sha256=kpsYUGZbXy2kiqop6bpiS_E_tJED_9siDgTDU8L-Czc 6526
reservoirpy/nodes/tests/test_intrinsic_plasticity.py sha256=2uC_AD0TdoDTFxJnxGMZykeZYz1KTxnhRuYkvtZ97AY 2007
reservoirpy/nodes/tests/test_io.py sha256=u5cHLsDaGCbwpe78qeBRG_yJAZNtoIw3PnRQiwFfXdM 720
reservoirpy/nodes/tests/test_lms.py sha256=5b1RTMeXopcy6aNVVDPAjgN_d6lfoZXALcaJnAcRY6c 3945
reservoirpy/nodes/tests/test_nvar.py sha256=ej6iL9MIGYUSJo9lvK9exKBUGRHulsCji41Hs5Hvlk0 1053
reservoirpy/nodes/tests/test_reservoir.py sha256=-Nj3qyPsK8dsXssGD6bfaYlA9U8yIGdk7NDfcbIEbp8 6889
reservoirpy/nodes/tests/test_ridge.py sha256=SA6JQhThufBDhNFv5SfTzbvJ4AR3bp6A2UYvtMyog4c 4051
reservoirpy/nodes/tests/test_rls.py sha256=0ld-jIFfNkbMAyxmAQ4kb9Ujli4HDyomv7RQ_MqJmxI 4419
reservoirpy/nodes/tests/test_scikitlearnnode.py sha256=MbzsJPr9uRgYWS_SjnEzd3_rq_FmnqjnMMWxZ9wbX3c 6831
reservoirpy/tests/__init__.py sha256=2GprLBgIIfcTDAjNJtLs_QUUXaEydotlBr0Afx-uyec 44
reservoirpy/tests/dummy_nodes.py sha256=nnA6I0sPBI3H-i-Er7tkc14-fgsOC44Uyean_yw5uKM 8546
reservoirpy/tests/test_activationsfunc.py sha256=v4mpHqJeURCaCdRTXembhYblS5CuczZlwF7TbDISrIU 2070
reservoirpy/tests/test_base.py sha256=5KZX83t5tYpEvC5n90bD3wUjQvA7P2vlwvl6QlawBRI 10705
reservoirpy/tests/test_mat_gen.py sha256=fsgUg-Uv60_I6W_Xi0-fKyoIDqvIPBquWv_mf_MGT4c 18048
reservoirpy/tests/test_model.py sha256=x43xNI6NsfvrJJap9K-WfkmZFzuekUSBZm-IR3WVTbs 15470
reservoirpy/tests/test_node.py sha256=Tn1M4RsGPm7dfq0v8MtaeqQC92TTYazf5VY7kqWwS1E 12329
reservoirpy/tests/test_observables.py sha256=AO6SSHjoijSdh1SYVJcSdWidoXkQQXol27gAzmQPeQM 3990
reservoirpy/tests/test_ops.py sha256=MsvnL6cDi-fdAxWdmDxhLkLeRY_5poggeu7Ahs69qsk 2689
reservoirpy/utils/__init__.py sha256=4c4NZw02yzC_Ppy01CxxPKgbb6B-52IYw-HjjyB8y7g 1005
reservoirpy/utils/graphflow.py sha256=qlpayEW1qBB1nJoXJvz8hSAiBHTfIpUudPyfHeGCC8Y 9115
reservoirpy/utils/model_utils.py sha256=YC3AAF7Uowwrdd1UifAi32_Y2NbaXhqTgh1UXqk9BkY 5618
reservoirpy/utils/parallel.py sha256=ls2hrWw2CdfIMgTolk3G0lyAgisscbAKDTW5fq1BPGU 2368
reservoirpy/utils/random.py sha256=VEZk23OXkXbMzifMIMPlBk7z4HoKlITC8tzei6yRebk 2104
reservoirpy/utils/validation.py sha256=_lb1xUKCXtGwRYHcEMligDwBjypkMeQktNUloIV_oHY 4891
reservoirpy/utils/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
reservoirpy/utils/tests/test_random.py sha256=UG13ejBmFVYiyAqvjNPlIcuJWDfCaZa45FrRu8FeInU 1202
reservoirpy/utils/tests/test_utils.py sha256=oFgZI1cktH8bhvqZDkHZfXPmL63rouiZYfoPNyHXVls 1417
reservoirpy-0.3.12.dist-info/LICENSE sha256=HI6CtC2KPrH80Msv1ZKbiNt2-ane_FB1vYETdWLFLO8 1066
reservoirpy-0.3.12.dist-info/METADATA sha256=lREBu5MzzR40McNW8gpWTUPA9Z4JOULLDIqZYn__4Cs 13907
reservoirpy-0.3.12.dist-info/WHEEL sha256=a7TGlA-5DaHMRrarXjVbQagU3Man_dCnGIWMJr5kRWo 91
reservoirpy-0.3.12.dist-info/top_level.txt sha256=zigISUpJ49Ysq4n0Nb0JNO1L0CCX1rwyPvBUDI0wyx4 12
reservoirpy-0.3.12.dist-info/RECORD — —

top_level.txt

reservoirpy