biotorch

View on PyPIReverse Dependencies (0)

0.0.1 biotorch-0.0.1-py2.py3-none-any.whl

Wheel Details

Project: biotorch
Version: 0.0.1
Filename: biotorch-0.0.1-py2.py3-none-any.whl
Download: [link]
Size: 76399
MD5: 7f9eb9892bd6260e38656eeb0445ef3b
SHA256: 6261e73d10e93fc3a45caf5c9b551bf416abeabc0d90cfc518789b6d5b2c2c50
Uploaded: 2021-08-28 17:03:55 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: biotorch
Version: 0.0.1
Summary: BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms.
Author: Albert Jimenez
Author-Email: albertjimenez[at]aip.ai
Home-Page: https://github.com/jsalbert/biotorch
Requires-Dist: Pillow
Requires-Dist: autoflake
Requires-Dist: autopep8
Requires-Dist: flake8
Requires-Dist: ipykernel
Requires-Dist: jsonschema
Requires-Dist: jupyter
Requires-Dist: matplotlib
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: pep8
Requires-Dist: pytest
Requires-Dist: pytest-cov
Requires-Dist: pyyaml
Requires-Dist: scipy
Requires-Dist: tensorboard
Requires-Dist: torch (>=1.0)
Requires-Dist: torchattacks
Requires-Dist: torchvision
Requires-Dist: tqdm
Description-Content-Type: text/markdown
[Description omitted; length: 4480 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.34.2)
Root-Is-Purelib: true
Tag: py2-none-any
Tag: py3-none-any

RECORD

Path Digest Size
biotorch/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/applications/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/applications/adversarial_attacks/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/applications/adversarial_attacks/functions.py sha256=y_FJ6nywbHqf2KtlIFzqE448ZHf9dIE8twGMzU3Lzsg 3212
biotorch/applications/adversarial_attacks/visualization.py sha256=1eeTyi3teFjgU8Tj963U66YfMg4Et4cm-eUsvYOz4Qg 488
biotorch/autograd/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/autograd/dfa/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/autograd/dfa/conv.py sha256=SAZ6nYr86KVorlYfHQHxJtVrMc5lJjsbsexj0_Ne0ig 2432
biotorch/autograd/dfa/linear.py sha256=CSARo-gOnPQIqILO1C-K8YTG20js_jt5JK6DpSFylPM 915
biotorch/autograd/fa/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/autograd/fa/conv.py sha256=-ukAFgzTcXAcfrMqjzgOB_sN8w_cL0iML9nvizpExR0 2777
biotorch/autograd/fa/linear.py sha256=xQ1Nf4jCPa-ifjjXj9ExC_LC2bOTyaVS0W4rdccqkcg 1386
biotorch/benchmark/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/benchmark/losses.py sha256=gMCNzr2bH_d3dJJ0I6xN5KXb6-kRjNOWckR7mE9RzDw 162
biotorch/benchmark/lr_schedulers.py sha256=xQEVt-De0B1lEbtGh0wwlWJG-HNBbqKVQeI7ZyMGi64 493
biotorch/benchmark/optimizers.py sha256=IfoCBRvpVh96gy4ARu-jWfUU20-MI-rZP8CGI9u-DuM 1161
biotorch/benchmark/run.py sha256=AmxyK6qLHTT1lHPrV-56oz4-d5I4D4MSx9x0kfGF9jQ 11005
biotorch/datasets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/datasets/cifar.py sha256=aRVbR9BbgFPuPkANADa4_ZLjeCHLt-cCLcR561BZL-s 5496
biotorch/datasets/dataset.py sha256=jtMkoXLdG6imOUBvDKQqOdgaFxX_OohcDhHJzDKkRO8 3510
biotorch/datasets/fashion_mnist.py sha256=Y0cjucet3T8WwDqM3Rafaa9nNLspuY10otQXahlDNhY 1515
biotorch/datasets/imagenet.py sha256=F9QdVq8-iQVeCT32YI5U4rzLxhW4zJElAf0Em-UpglU 2163
biotorch/datasets/mnist.py sha256=Njqs1MbkCKSWC4ytdtPEr8ThrNPzWbXajgy7qEiVBKU 1429
biotorch/datasets/selector.py sha256=vRqrj6JcY31TpuHDaEPxrklicDHbx50bCDS2J3zyg_k 1139
biotorch/evaluation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/evaluation/evaluator.py sha256=UJcmrFwhB31Ip1F4bFbruH3V5RfdylGJvaYunAJLBzY 879
biotorch/layers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/layers/metrics.py sha256=DwhiBcmbdtC8rCoB3qFQRPYJZcuNBK6heugDYPvgTQE 485
biotorch/layers/utils.py sha256=9wU7XUZC1Ogl9eauLqSgK9bGtRqYrVvV3w_MOUalaOA 2914
biotorch/layers/backpropagation/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/backpropagation/conv.py sha256=YAoChtuoQpovAQBBeno0uwyIFajbJAPqJhQzgeLBCbo 1959
biotorch/layers/backpropagation/linear.py sha256=UbohB4D3581uZK6uxFvbyGIROAvWRQuBxa9it2cUP4U 1421
biotorch/layers/brsf/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/brsf/conv.py sha256=8pwXAE7rKx_Bv81SX6O6kx-j3ZsDnR7uq8D3CmS_Tdc 1417
biotorch/layers/brsf/linear.py sha256=mXA5v998FJ3_3gkmdSDsuo_HvM82ORgraxavE2FPZZg 862
biotorch/layers/dfa/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/dfa/conv.py sha256=OEDNJWOthOQZ8qrj64HvmPDeV-5zullHSfanRKDnoRU 5198
biotorch/layers/dfa/linear.py sha256=P5nFIDuO6G3aPKdOZRbiBkZm5qA2MlyLcxqu5tsAcug 3608
biotorch/layers/fa/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/fa/conv.py sha256=UNx4SBLU4rf2NHyit2ttx-k_XSin-3HjM9iXpW-5SKc 1082
biotorch/layers/fa/linear.py sha256=bc9B08x9QRnI-f9_wplfykzKGG-la7GebbCy2PPANqU 539
biotorch/layers/fa_constructor/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/fa_constructor/conv.py sha256=VOpe6my9sn9YmkSzQhaa8He08sc6QBQknnS3BfMuEno 6796
biotorch/layers/fa_constructor/linear.py sha256=uBMXTzCLhP67WOz7MKDrz1L_ra4avlfnz6y6S_BLDyw 5912
biotorch/layers/frsf/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/frsf/conv.py sha256=IrFwzD7N6xwC6apGEYMWH-UB960FgXLcPzhV0-KF6NQ 1399
biotorch/layers/frsf/linear.py sha256=8xBsx1SM4sb_hyPHmZVXY_HlHaymjnT27qrp72vS2NE 812
biotorch/layers/usf/__init__.py sha256=VqGQXBlXaC7KLNFbPWsx-ePvIa-RscqbLtkkW-AOsRk 52
biotorch/layers/usf/conv.py sha256=VHHZ5rhqx7jvxzyFuciEN-4DrCxjQAClh-jMNmzH6TE 1226
biotorch/layers/usf/linear.py sha256=Kcm-W-Zzu7RCxod8AbYvR2GikXvj8b3ajC_5NVE_EvI 668
biotorch/models/__init__.py sha256=xSH-cmIuY9IPEyXDxc14octUq1XXKfT36e_24L81kR8 127
biotorch/models/le_net.py sha256=sAK_GvVZAjSPFeQJxcNLZi5DmuQEMkhXCPC4Rthk5i0 2586
biotorch/models/small_resnet.py sha256=WxctIWtSlGIM2Q66lczoP1zScx-cvTAy3TKGUcei7ns 4654
biotorch/models/utils.py sha256=2p9k7j85pelx-pOVQ1Ph8_gZn_kSBDJnTM3YsQ888cM 1597
biotorch/models/backpropagation/__init__.py sha256=pmcwThTdBw8QX06dn_d4eQ_zGT4lEmHOUh45AhBq0wA 91
biotorch/models/backpropagation/alexnet.py sha256=gEXsGlkwrbUqVlB8aOVY_4_jFkNJ1F4182Dj8rsewko 1001
biotorch/models/backpropagation/densenet.py sha256=_OcqurRRGqLi_d3AXdzoTFPSRlvRm1mPvrMy183iO8M 3488
biotorch/models/backpropagation/le_net.py sha256=SCw-SysglJi86WUDLyNuU6J79yBv66rcUsSoW31aduY 1252
biotorch/models/backpropagation/mnasnet.py sha256=AaSdybzJxeGUNV2qXUn_qjMVc4-_h0n-G-iYK-Dd_H8 3408
biotorch/models/backpropagation/resnet.py sha256=3aafOG32CpKyg17KTHEPYjrCqEVRedFvoWXeXT_q2NQ 12396
biotorch/models/brsf/__init__.py sha256=OM5La1LZ1ko5BPoAUSym03rHT9cUbhuufvnd5UuAiUs 114
biotorch/models/brsf/alexnet.py sha256=S8mylduihgySjXGMQ1nskbkKygXZ3YzJFzzqCPIEJpA 1059
biotorch/models/brsf/densenet.py sha256=2ladwFxayzGoaM-Wje8ATnNryg1CRpMcgQlKGK6xZF4 3537
biotorch/models/brsf/le_net.py sha256=Vln8JQTuV2u6-XlszxtbiZiukzfv1W5M19893Zjnj7A 1301
biotorch/models/brsf/mnasnet.py sha256=QltYzYs4uOuo9-D9A2pfCV_mGtl-dujiNmW5XZW0P_s 3457
biotorch/models/brsf/resnet.py sha256=mAiMyPpF_rJ2PWSuLOmy6uPh9lrzlSTZXFSlvW9YAWs 12444
biotorch/models/dfa/__init__.py sha256=OM5La1LZ1ko5BPoAUSym03rHT9cUbhuufvnd5UuAiUs 114
biotorch/models/dfa/alexnet.py sha256=FfC_lvcDIlwzOkNnwMYgWg0gzOlxKe1XX1Idl87OxBY 1008
biotorch/models/dfa/densenet.py sha256=WL4j1RHR9Y-BzdrmhMDyTpxIYs7yDRv8UJ-rCfCWsmU 3486
biotorch/models/dfa/le_net.py sha256=YDwf9tLW25h6hVXvOxy-eKGBaEF8FQtOdqQ4iquKQ-U 1250
biotorch/models/dfa/mnasnet.py sha256=vNjIccqnbfzDKjnwiYAA59sd_7cAAGH-o73h25UGB9I 3406
biotorch/models/dfa/resnet.py sha256=FDjIQO31NkY2phGBRMbz0tdM-wu1K0CYe1lObyEyAt8 12394
biotorch/models/fa/__init__.py sha256=OM5La1LZ1ko5BPoAUSym03rHT9cUbhuufvnd5UuAiUs 114
biotorch/models/fa/alexnet.py sha256=qkzau-pNzGMLQZw3ryiDM537AHYGyYLGLyEDXOdZDjk 991
biotorch/models/fa/densenet.py sha256=e2q7icM_1Bd7wnqxgfutzrXI9zfAPDEmjISKa6x-M9I 3478
biotorch/models/fa/le_net.py sha256=D3ezXdAVWRkcM1E6zY2dHtrw-ySBQMQTOlR1h2j9358 1242
biotorch/models/fa/mnasnet.py sha256=6VfV7QQHT_qu9MlLoCCMIubmidUsHsjxL5c2tho4TA4 3398
biotorch/models/fa/resnet.py sha256=XO2EKbkjJo5Q4S6CA4_hCjddy1DzDhE_DMtWuWh3a3w 12386
biotorch/models/frsf/__init__.py sha256=OM5La1LZ1ko5BPoAUSym03rHT9cUbhuufvnd5UuAiUs 114
biotorch/models/frsf/alexnet.py sha256=KX-jfgRDEOJaUynyoS4AdfQUEXYRlKWxidYWO1G5IPE 1055
biotorch/models/frsf/densenet.py sha256=_gq0rS4IxD9L7LCkdShIKPYnymy2ijE8MFP5-epGlxI 3533
biotorch/models/frsf/le_net.py sha256=OQCiGGHKufJxKBVc1vvKCnZfoxMvQMf9iK4z8V5p65A 1297
biotorch/models/frsf/mnasnet.py sha256=8cUjY82D_W7XNK_qkCUoqqOha4ctEMAaETJQk_lizBE 3453
biotorch/models/frsf/resnet.py sha256=g3Dktbbs0T1667eGf-AYATkYQgvqCx2-SRwygvFpQSY 12440
biotorch/models/usf/__init__.py sha256=P9cK9QSpRs3It_Z22pSGXdK7ekqwS85CVSrpL4eeLK8 115
biotorch/models/usf/alexnet.py sha256=0e8rVTMYbjCzHB_vi_l8xtSMaGG8nNAF7ljOY7ePWRk 1038
biotorch/models/usf/densenet.py sha256=eNW2YtLqYys5zC_NKZya-7N32MPTu0lcqp7QAPxxkds 3514
biotorch/models/usf/le_net.py sha256=0fzrmTwNRKkXnDFOqOOh8rY8Ti6E-CqQKZAZ1UEOEIU 1280
biotorch/models/usf/mnasnet.py sha256=jEHNQwq7My6HrzkoOBVtPlp-HuI-eV1dqgw5ldI7JKE 3436
biotorch/models/usf/resnet.py sha256=2SA7jbXoYbNeQaJkR723DQu_Yue-_42f2a9Nqr0Imxw 12423
biotorch/module/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/module/biomodule.py sha256=mHasvlHHqAUOuz8_O0nNPzx4q1EaAmYnjCuvhSFcB6w 1603
biotorch/module/converter.py sha256=aVCGa_v76Z4eyIOaEw3jzJ73663889vO72pahwOGdQ4 2336
biotorch/training/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
biotorch/training/functions.py sha256=_sFZF8n8qYQ92H656qJVBTW8S0grSfh-UH9gEe_y9DY 3840
biotorch/training/metrics.py sha256=KBOySQf-r7ZUkPhOj3tmTlA2jUDZJ5cdu5yXayCoGEA 3976
biotorch/training/trainer.py sha256=cw3W6Bj3TXrhGZyMnfMAusvdlTnexJGwSoNcTBB50yM 4560
tests/benchmark/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/benchmark/conftest.py sha256=yoc78XaFza_w-rJ7tVGFzAgREbjv3JIN01fzrEvmx5M 358
tests/benchmark/test_benchmark.py sha256=cCQrM1jzp3lS05RmJIk3FLTqj8HJROaQp08ao9gRfn4 999
tests/datasets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/datasets/conftest.py sha256=ytvYa6MrlI2NLSISmtkKMkE-MqZhOVPHT_sUa-KSUZo 169
tests/datasets/test_datasets.py sha256=7IimqLV21v-pRYFEkkGFNyshgcAtrObENKuMM28dm-E 211
tests/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/models/conftest.py sha256=zyeiRLguE57BDJULN0MMsVCEPZ5f7AxAw3pJ3n8RSFk 348
tests/models/test_models.py sha256=3cpaEWTNdXzLBRg_Ty8ZNQiOMSLfl7IMi0DrnphdeQk 1280
tests/module/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/module/test_biomodule.py sha256=tnDHRUA2PPVV5iOBjjxzD2Sg2yT2211hb670puzkPYY 543
tests/module/test_converter.py sha256=uG_smyOeTdMA1jSVGb911p_bApscqCSa1r-AxVHGEYE 2720
biotorch-0.0.1.dist-info/LICENSE sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ 11357
biotorch-0.0.1.dist-info/METADATA sha256=K3WMUCiX9jTZjyYEn6Z-gPY7vn4ZJGjD5Xufsj-5ce0 5302
biotorch-0.0.1.dist-info/WHEEL sha256=kGT74LWyRUZrL4VgLh6_g12IeVl_9u9ZVhadrgXZUEY 110
biotorch-0.0.1.dist-info/top_level.txt sha256=jRRo_Qf5vFOi0Oif8cPEdquAHixIrRNtNInwuW73Jz4 15
biotorch-0.0.1.dist-info/RECORD

top_level.txt

biotorch
tests