eir-dl

View on PyPIReverse Dependencies (1)

0.14.3 eir_dl-0.14.3-py3-none-any.whl

Wheel Details

Project: eir-dl
Version: 0.14.3
Filename: eir_dl-0.14.3-py3-none-any.whl
Download: [link]
Size: 409576
MD5: 554d181823448875fe1670b7bc7d469a
SHA256: e7597594b9a6c93989c0d805f6930a00e7c693c88fb8d2804f1133a1d1478684
Uploaded: 2025-02-06 23:24:01 +0000

dist-info

METADATA

Metadata-Version: 2.4
Name: eir-dl
Version: 0.14.3
Summary: Deep learning framework for genomics and multi-modal data
Author: Arnor Sigurdsson
Project-Url: repository, https://github.com/arnor-sigurdsson/EIR
License: AGPLv3
Requires-Python: <3.14,>=3.13.0
Requires-Dist: adabelief-pytorch (>=0.2.0)
Requires-Dist: aioboto3 (>=13.1.0)
Requires-Dist: aislib (>=0.3.0)
Requires-Dist: captum (>=0.7.0)
Requires-Dist: colorama (>=0.4.4)
Requires-Dist: configargparse (>=1.7)
Requires-Dist: deeplake (==4.1.3)
Requires-Dist: einops (>=0.8.0)
Requires-Dist: fastapi (>=0.115.4)
Requires-Dist: ipython (>=8.29.0)
Requires-Dist: lifelines (>=0.30.0)
Requires-Dist: matplotlib (>=3.9.0)
Requires-Dist: numpy (~=2.1.0)
Requires-Dist: pandas (>=2.2.2)
Requires-Dist: pillow (>=11.0.0)
Requires-Dist: polars (>=1.19.0)
Requires-Dist: pyarrow (>=18.0.0)
Requires-Dist: pydantic (>=2.9.2)
Requires-Dist: pytorch-ignite (>=0.5.0.post2)
Requires-Dist: pyyaml (>=6.0.2)
Requires-Dist: scikit-learn (>=1.5.1)
Requires-Dist: seaborn (>=0.13.0)
Requires-Dist: starlette (>=0.41.2)
Requires-Dist: sympy (>=1.12.1)
Requires-Dist: termcolor (>=2.4.0)
Requires-Dist: timm (>=1.0.7)
Requires-Dist: tokenizers (>=0.21.0)
Requires-Dist: torch-optimizer (>=0.3.0)
Requires-Dist: torch (>=2.6.0)
Requires-Dist: torchsurv (>=0.1.4)
Requires-Dist: torchvision (>=0.21.0)
Requires-Dist: tqdm (>=4.66.4)
Requires-Dist: transformers (>=4.48.1)
Requires-Dist: uvicorn (>=0.32.0)
Requires-Dist: websocket-client (>=1.8.0)
Requires-Dist: websockets (>=14.0)
License-File: LICENSE
[No description]

WHEEL

Wheel-Version: 1.0
Generator: hatchling 1.27.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
eir/__init__.py sha256=aY1IQvCZFKr1c_gdxfP3cbg7N4vxbdEGn30CNPep-wM 2325
eir/build_module.py sha256=gU6K4KYEGu4wvq4LIkQOwbOe9q0qXiO6StWYLDn8fx0 1885
eir/predict.py sha256=00Nbvz7mfGSJXJROoEGEeobJir_DAySH-mByzfAMykk 17063
eir/serve.py sha256=FxsNRT3xnOj8LlWheeH7BZWDK4mNcV4W2885eYVKl9s 1838
eir/train.py sha256=IkcvvjRYhQwcRUp89hg1bNxoeGIuBc2S5lnRfgirBc4 16480
eir/data_load/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/data_load/data_augmentation.py sha256=jl81kF04r2vlGxP5CvlNjTUZPvY5YZSm_SJboizUpWM 12883
eir/data_load/data_loading_funcs.py sha256=3k-Ynef4-_Bh-ET-n262KbV0AbRiRWe6Gp71XGvjOUg 7808
eir/data_load/data_utils.py sha256=FyysOi5BCRNrUaFW7zwGyy-EP55K2Fo43dyPXZjI5xo 5441
eir/data_load/datasets.py sha256=0z-Nb0_cVrcxDirM_E-ECUtGr0-SvLpJf3byrmYJj1I 28087
eir/data_load/label_setup.py sha256=GlIood-7ZIjBfCrKoqoIiKpXOLdOuwoQFVxbUccGum0 32088
eir/data_load/storage_engine.py sha256=IBHUPbz_c9qp8x9JnxRFqvwxc50WgFO8dOz3J-ftSLg 23993
eir/data_load/data_preparation_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/data_load/data_preparation_modules/common.py sha256=c1Ke1jCy_zPrxBP9tEPnV6-JSGBeOaMSfuY6DhqlkN4 1963
eir/data_load/data_preparation_modules/imputation.py sha256=fQ1xRkuqWvw8YapTEt7MPDAk_2gzNLCz2iUlOiLC4dI 15526
eir/data_load/data_preparation_modules/input_preparation_wrappers.py sha256=9XwZQDqrJJ6UpcTNZUGOXl__88FTYKjjl8b6vsKZWLQ 14227
eir/data_load/data_preparation_modules/output_preparation_wrappers.py sha256=uLmqTWZ2nrCD7sxD3oR7E3jnjaQifkdYEXuPvK_EoDw 7268
eir/data_load/data_preparation_modules/prepare_array.py sha256=y3dHmLoGXVL2MdJCylcKemwdnlYP7AVtqaObYjycqBY 3257
eir/data_load/data_preparation_modules/prepare_bytes.py sha256=kjvBQLZXDtougYwEEXPGsbsWLnM87xt2nr47WF4Alww 2204
eir/data_load/data_preparation_modules/prepare_image.py sha256=-Juko1ti_J-05T7kLxOn8XCLKd5AiB17KHkusYi34pg 2081
eir/data_load/data_preparation_modules/prepare_omics.py sha256=Zt-8iurASa4KBExzs5PCj9e9w2croDvO9iNu2FZjvw0 2309
eir/data_load/data_preparation_modules/prepare_sequence.py sha256=dRwQBkCODOD80eqdj_QoHAWNwKPsAnREj3gyYaQfvSA 3328
eir/data_load/data_preparation_modules/prepare_tabular.py sha256=x3-YxmoVHwJltnACY1j0gKFG4Mi1hkhWrs4nOACmjVc 899
eir/data_load/data_source_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/data_load/data_source_modules/deeplake_ops.py sha256=8VxMOg18-z02un6CZcagST74blqk_4lMLGdVp3Dc1S8 4641
eir/data_load/data_source_modules/local_ops.py sha256=HkBkw129I7fPZ2Wfjwl1ZRws5bPR-w9Um4iMJKCTFo8 3023
eir/data_load/data_streaming/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/data_load/data_streaming/streaming_dataset.py sha256=lpTg3mITwcjY7hcQh830Kkkf-AA3qxyWsto11DUNnt8 14516
eir/data_load/data_streaming/streaming_dataset_utils.py sha256=Mi8TuPm2Y62RhS0IteDTV7bvVLCC_0FJDlBq_xDT9Rw 815
eir/experiment_io/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/experiment_io/configs_io.py sha256=3Q6GRD7FTaljZ2lIfOsywhvEwkWKEmwR5MBrONpOHjs 6471
eir/experiment_io/experiment_io.py sha256=ahEq7CEf5Ih-0BT_JAaeN_me8xvhWp0EKQwZGDioUMk 2639
eir/experiment_io/hooks_io.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/experiment_io/input_object_io.py sha256=W_MEF6MNjijWDKKjKUyEwI4xsKGczl_lqdgtf0Y2-h8 12578
eir/experiment_io/io_utils.py sha256=EP-8BZukhkTD4_Ib2-9SNxRmfZ38andrXXwe38iyHT8 5466
eir/experiment_io/label_transformer_io.py sha256=A5FRvD1XYmniHfprnEgn31oY0t4878dJM-USmw87y5A 7562
eir/experiment_io/metrics_io.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/experiment_io/output_object_io.py sha256=wWufg0DplwiHhj0m2NCPtxf-HCAsCBsb2MP0iSVVGuU 9794
eir/experiment_io/input_object_io_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/experiment_io/input_object_io_modules/array_input_io.py sha256=swrXbQ8s8wNfLsIFmcFpe6PEG4qtD0IITOxgMMPEg78 1505
eir/experiment_io/input_object_io_modules/bytes_input_io.py sha256=27R0BGUSCzGHrVYwg-VbgZed-s6eFwILRwY8HYg7yK0 832
eir/experiment_io/input_object_io_modules/image_input_io.py sha256=13hxOfkmQTDyvDGC8scHklTSFhRI0GqZbku2GSMw8iA 1649
eir/experiment_io/input_object_io_modules/input_io_utils.py sha256=gNcXbdWglJdwbjqRYs2OpBGp2xCUJAudPkd9n-4ZLK4 507
eir/experiment_io/input_object_io_modules/omics_input_io.py sha256=4ggt2VcKNW_1ewj2mXKWQM-YS4IPKZavUFF5b9fy4bQ 1502
eir/experiment_io/input_object_io_modules/sequence_input_io.py sha256=IB2Pw-D4Ct9v8QSvBPhmD7yPI8KSvJF2IWc2mrCD1gU 1675
eir/experiment_io/output_object_io_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/experiment_io/output_object_io_modules/array_output_io.py sha256=J35LEtZcZEJxn-4UftlpeAWJer4I4HRXpdma-X5kQzU 1832
eir/experiment_io/output_object_io_modules/image_output_io.py sha256=Hf8V_1g_e9WPH8pPrhVdAmvsBYaG4EZ8FsSmbAuM8eY 1970
eir/experiment_io/output_object_io_modules/output_io_utils.py sha256=IT4WNNQs7Y8Bv24sq7Yd9iGxv4r4iCmG5xx91K8DvUw 528
eir/experiment_io/output_object_io_modules/sequence_output_io.py sha256=t6yNj2MOl7TAaGnTCaTd1k2aoBtpwF1nbGaNozgFOTU 2272
eir/experiment_io/output_object_io_modules/survival_output_io.py sha256=WL9R6X5iph1jlmmJpS5ikp21YEhwYFcZEiCVKCGzLk4 1344
eir/experiment_io/output_object_io_modules/tabular_output_io.py sha256=KJK_kZS5BQlgXGUSaVXCmF3VcAxNLQF9lwfbZ40mPpY 818
eir/interpretation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/interpretation/interpret_array.py sha256=RgIut3MTOSYFFB_uJcFVlzyWeLICUglIo8aDZ537ytg 2129
eir/interpretation/interpret_image.py sha256=oj74CPEJoVIGU3wrCYu_UwEleS5LZKuDSXPVQ_c3FFI 4399
eir/interpretation/interpret_omics.py sha256=nH8GpTIccmeXXjGxV9yuz1CKVSMq6rXMgjSxYp5Fetg 14260
eir/interpretation/interpret_sequence.py sha256=W1mMp5eRyYR9Lnose-RC3MWMwpQEtcgbRox2VcS183k 12806
eir/interpretation/interpret_tabular.py sha256=g89QJuW-rTbBoBrZfmmvXvpP8zUPRBQPZAe2M4z9OuU 16469
eir/interpretation/interpretation.py sha256=TEST56ZVd3PxQZfZ-482YmB5c7bB5gDQEHZiNCxkTbE 36380
eir/interpretation/interpretation_utils.py sha256=KGeuyRrd3h5edzxKcd_ha22548c9D8952MHPHuPbpEg 14007
eir/models/.gitkeep sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/model_setup.py sha256=Nky1ziNZex1U8zEO9a3X3s-k42PDxJt9G9ssY6w5QW4 7204
eir/models/model_training_utils.py sha256=Ylqf9QFCszB3faRzbTbPlRIalDwJNzStdyNniJql-Vo 19194
eir/models/models_utils.py sha256=b406o3uSpHpp5TF3mS3GNR2eRIE88z98zIww4SUxJe4 7838
eir/models/fusion/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/fusion/fusion.py sha256=CVu858oWV-NddkwOvuqAdyrjRBsaq3gE67MMnO4tGVU 6100
eir/models/fusion/fusion_attention.py sha256=g9xABrOS3a1NIwqmHJ9SZqBUFkcc6SKqxY37hGeVHEc 11507
eir/models/fusion/fusion_default.py sha256=spduHehQmUoqesPRhB9hEVlCukWAx_iWrnwu6ZHLwHI 2212
eir/models/fusion/fusion_identity.py sha256=jc3Jp7S_q1X79hCNbC0YDJKLrXvHYo5oy2FAwHP00M4 1186
eir/models/fusion/fusion_mgmoe.py sha256=vqNDrTcnnmvxQvqCIxrritRC0bNZUmbuH1ul7tMQlk0 4665
eir/models/input/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/input/array/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/input/array/array_models.py sha256=yLBT4WNka09fXbEWp9fg9Bh90HTVNsfRt1c1C_wQfQQ 7535
eir/models/input/array/models_cnn.py sha256=KUkW3IATx4e6q96b47VMcSXoPsBTw64kKnNNqBSeso8 35580
eir/models/input/array/models_identity.py sha256=g2FhiqHouQ51-FtTO_tDQeFCJq82ZNzBEaelh-CRRjI 1703
eir/models/input/array/models_linear.py sha256=YoeKrVoWq2mqzwEY1VWR8wToe5ipI2opL5INJC-C-G4 1380
eir/models/input/array/models_locally_connected.py sha256=ttqenKAz0HBHQ7RGvSqVKVYyimiKlgfg9Wne3b7nQt8 19201
eir/models/input/array/models_transformers.py sha256=G6x1GbTZbRZU9W3q6gszsxlMX1SAIT28n-m4lnIIdcU 4541
eir/models/input/image/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/input/image/image_models.py sha256=lH3lqFYy4oi_V6koRu5_G3Q-YpUSyLpWHjLtebRdYCE 2815
eir/models/input/omics/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/input/omics/omics_models.py sha256=Mz6Bodcv9gYpaMHUum3vayukDrv3yALZ37jXjQUoPyQ 4503
eir/models/input/sequence/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/input/sequence/sequence_models.py sha256=zpF0KDG11k0RdM2F0iUZBH3zrM2Dtk7M2eCZLUkdetw 914
eir/models/input/sequence/transformer_models.py sha256=8iXQpaEIvuqZP-QmCALMFYk7av1zysOc_mrmMtWSVfU 17114
eir/models/input/tabular/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/input/tabular/tabular.py sha256=m2n44OYDM61WqYgakeWJXYj2y3AF9mRFDBtvdIR2gfA 8211
eir/models/layers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/layers/attention_layers.py sha256=4ek1v1mql0HD9YvYpHsD7vdrdrO8y0UeA_25C0hcPAI 6980
eir/models/layers/cnn_layers.py sha256=Q2KMR1hjQ1TyZu3xtQsYZxeBR_mGBQIM-it5JropyhM 14346
eir/models/layers/lcl_layers.py sha256=PJqJwGUh2FF0HuAQljO9Ml7BL9dGBNjKrv7eUMptUmA 6786
eir/models/layers/mlp_layers.py sha256=FDyzvJWB1cCsWyR_PBt2_O2C7beVzeHZaiA-enGtw3A 2724
eir/models/layers/norm_layers.py sha256=LZm-l2yH6KRL3Pi4tKXc_3USxg9HKTJB_ak0nlWsuKQ 2784
eir/models/layers/projection_layers.py sha256=xFiZExnMO1KjJxjt_Mubpy3wzypnrHOstIiafPZwHI4 6418
eir/models/layers/utility_layers.py sha256=lAe0t1kFpp5x4NVpczis_K0QCdohQhRTT_m0i1IC-qc 295
eir/models/meta/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/meta/meta.py sha256=4pm9avrQqLTZO8twCWCIDc4k7ropigi31QcF4tab9d4 1228
eir/models/meta/meta_utils.py sha256=zn4uskKD5xaTHIJkUoBMROa8V4P56Fipge1dnyPkzTM 2939
eir/models/model_setup_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/model_setup_modules/meta_setup.py sha256=VLgJerjOvSgnveJBesq1Cv4FqM4wnEZtvpFNz_wUvpI 22149
eir/models/model_setup_modules/model_io.py sha256=6JhWUmWNsSljtA09tJWrXvuUriTetVSdY8RkgcVlagw 7069
eir/models/model_setup_modules/pretrained_setup.py sha256=ODceT7RoWIlCeUzE6RmmCXh0V2SsB9ka6f1SwG1QLFw 5526
eir/models/model_setup_modules/input_model_setup/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/model_setup_modules/input_model_setup/input_model_setup_array.py sha256=Qvbw3zk6FjxT_H6bJvIKHOmYSqqPM0RU_e1GJbTZ4fw 1132
eir/models/model_setup_modules/input_model_setup/input_model_setup_image.py sha256=5EAL5dpb9wZoskLRvZbk6eIm6J_gzBLY1J-_RJR7ruw 6991
eir/models/model_setup_modules/input_model_setup/input_model_setup_omics.py sha256=zwQI0vO1JVXTejMQwN7_AgN7N-BfTaGCsa15FPhILJI 945
eir/models/model_setup_modules/input_model_setup/input_model_setup_sequence.py sha256=URBcD03h8bORU0nfbRJmJ81_VSUTp-5W0zzcNyLQP68 11797
eir/models/model_setup_modules/input_model_setup/input_model_setup_tabular.py sha256=XmP1fKYV0YmpWTj-pzjP9QLBCMA84hK9dpRguSbzjzw 633
eir/models/model_setup_modules/output_model_setup_modules/__init__.py sha256=PVoEUndsajcCq4v-5los_njB356-nc-N9LPgE2PoB1c 565
eir/models/model_setup_modules/output_model_setup_modules/output_model_setup_array.py sha256=V4thZ5DMAPyqiArIwWQS6Pf7qqu_fCHhRScO4QTuOpM 7679
eir/models/model_setup_modules/output_model_setup_modules/output_model_setup_sequence.py sha256=KMmCWgWuYXwZ7DGkZh0-natjp1quxq6GbZYxw83BpuU 1407
eir/models/model_setup_modules/output_model_setup_modules/output_model_setup_tabular.py sha256=1LNObzeJUHUkM11btQVYRE_25lvwhEl1VrEsx8rTQs4 2302
eir/models/output/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/output/array/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/output/array/array_output_modules.py sha256=CLA2NjjJegdVg2tHIE7XZo1xlXN944cWjX7xfWoIBc8 2868
eir/models/output/array/output_array_models_cnn.py sha256=sMVKdJgh6oymqlzc8Vzt89ibaqZjwUht_D5jf1ul1RI 21521
eir/models/output/sequence/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/output/sequence/sequence_output_modules.py sha256=-dRBPmJkHByTMl-vkmkSv8Ly3R7mu7IwOTJY1YI-ifc 5049
eir/models/output/tabular/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/output/tabular/linear.py sha256=oozfmAkaiB8ad9IawHwS02L5e-VzjWXreIvq0q_K7_o 1368
eir/models/output/tabular/mlp_residual.py sha256=LZhjWefLbGRMmAc_mM4WJw8AdhHZ_9_Rx4lrZAFCsKA 5000
eir/models/output/tabular/shared_mlp_residual.py sha256=55XKjc6ur22RJ9OyZH2dNYJBRBD7yq1cWyPVPkdsKE8 3128
eir/models/output/tabular/tabular_output_modules.py sha256=x-Q5LQJwHOsDtc6e7T1oydfH5r2y_jQahCNDAQja9zc 804
eir/models/tensor_broker/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/tensor_broker/tensor_broker.py sha256=ztCCJbA4-C6E61nxbBjTpxq1PdAOZyyBJxppum_yxxo 13826
eir/models/tensor_broker/tensor_broker_fusion_layers.py sha256=MJA-74VhllnnoTYSqR5t-BPGlyNPRU0zsUdN0JsujPI 6362
eir/models/tensor_broker/tensor_broker_projection_layers.py sha256=G0MqyrBcvJ5Idqn2IsjARwkRYBptG8Q5sNr_jQth6x8 7912
eir/models/tensor_broker/projection_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/models/tensor_broker/projection_modules/cnn.py sha256=Otj0pDl1I0uVDSddmeJoYT7JJr90mO4tC0TUh_USsug 3307
eir/models/tensor_broker/projection_modules/grouped_linear.py sha256=O38KarZHzZCQg_r2DbR0gAgcwjUpjWrRiLpYbYKjBik 12400
eir/models/tensor_broker/projection_modules/interpolate.py sha256=m__zGYRGTVC796iha_lbp4Rqo54jW7R1KpCacmSOkM4 2427
eir/models/tensor_broker/projection_modules/sequence.py sha256=On5wfy2x6IB5NBRkYKhYNSM0q4LsYCAhm8_6Kiw1yiU 3634
eir/predict_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/predict_modules/predict_attributions.py sha256=K6_13KifyJFPdfWGHQL6Mht0jq6-iu9H4LVpAuiH8NU 9565
eir/predict_modules/predict_config.py sha256=Xe8G8ZDDIVk-lcNDvJDFnQTBO3xDIbgLR8DICdzwg0c 17298
eir/predict_modules/predict_config_validation.py sha256=vhLrU6RVf8yZ_BO-vlY25vaW3Bbeuejri8USjLnf5Jw 1122
eir/predict_modules/predict_data.py sha256=ZzWkErrJ975GPfzuNt6SbTJIuvEQ8i0n6UetI6Ygp-U 995
eir/predict_modules/predict_input_setup.py sha256=Iq-KpfeVeYjrQE7dPxPKhfKEK89z7_EkCuFvJTJXQ4Q 2554
eir/predict_modules/predict_tabular_input_setup.py sha256=9qw1Q_wDruLzbcWRTOyD5X557r86W45UZHxrZwIavKE 4172
eir/predict_modules/predict_target_setup.py sha256=kNwvqEDrNutSN-nIfNqY-ZyAgw45nBOvc1DTtI5sipQ 14902
eir/predict_modules/predict_utils.py sha256=C1V9O7V4gSZTjXhm2lfpUhxRG1g60fmeBWDSvjGjbuM 5770
eir/predict_modules/predict_output_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/predict_modules/predict_output_modules/predict_array_output.py sha256=vcqh1oI1NOWwVC1BAzfHLZqvgGuk45L0WwnhKaCC7JQ 602
eir/predict_modules/predict_output_modules/predict_sequence_output.py sha256=dMEcDylTxpcY0-y42ITIotQX5YZt07ikdpGpzwiEMaY 614
eir/predict_modules/predict_output_modules/predict_survival_output.py sha256=H00VxnqNZVCvbfCP22MHYh1aREv2afUPAuQnTM7k59U 10312
eir/predict_modules/predict_output_modules/predict_tabular_output.py sha256=2lxQIlm6eOMWY8a7vA-N8F3zJVe_heIXoYMdYKej2Ec 9936
eir/serve_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/serve_modules/serve_api.py sha256=SdYolUj62eHDnn6gO-LuvkuW6vBr1A25Bf69tSkAz0k 6009
eir/serve_modules/serve_api_models.py sha256=1AJ-cC7r8K-4Z7X6iURZ7mcUJiC3S8UJE_1TdgZigLo 1495
eir/serve_modules/serve_experiment_io.py sha256=iblEHTY3Fz_DSCRlew7cXz5z6-9GUVuv0SeDcQtC9PM 3721
eir/serve_modules/serve_input_setup.py sha256=25Kar0vS7Hyjlptt2s1ftrPiI1wghSGwYcLPzBdzdts 7585
eir/serve_modules/serve_network_utils.py sha256=JlFSDIexyFjr0N0zgP3zGLO-7uWvnLm1rQ1UMM3B3Cw 6603
eir/serve_modules/serve_post_process.py sha256=BTklOn3aBETjZznohStOMALmLN_HgU_13venH6tevB0 13389
eir/serve_modules/serve_prediction.py sha256=UgdA8lht2NcIcFyZssEQPu0cckB0gN3Uz5cC7b9viFw 7426
eir/serve_modules/serve_schemas.py sha256=UT97Bpnat11iGz4LuRwXfEF0FRKeH-6fpk2aYyoX1gM 321
eir/setup/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/config.py sha256=L4e5IGF7nlJSxq0hCm3_opw8Lj_hozCTBoDafBKx31k 14791
eir/setup/config_validation.py sha256=q8lfqhG2cT2enUn7rpB_3x176SdM-MkhevD4Wv51Pgs 10814
eir/setup/input_setup.py sha256=ILFOlJeArWz7LbwCBmK-hiOFR0Zt3WbqPseqAAPPlCE 5375
eir/setup/output_setup.py sha256=u280RLQWwYxuOXJmWEsTMxDRvqkkkLUsINa-DcBc6Ps 4436
eir/setup/schemas.py sha256=AOdBxH6NhRK6XtdChTFA0M0chLLeNzQz8FOGtT2n3pI 34878
eir/setup/setup_utils.py sha256=6pb6MEvKNt1eDjZdO7DJQOGW0Y2DA4Eab7cCA6x_dOE 15467
eir/setup/tensor_broker_setup.py sha256=UKjb7DzCIGi917xGuGEKbbIlqZiCcAWzjX6sujqFtss 512
eir/setup/config_setup_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/config_setup_modules/config_setup_utils.py sha256=oGKoDpsCX7wX6lJiVTTuNmR18urTyybnkRM3LLKFJ6c 3998
eir/setup/config_setup_modules/input_config_initialization.py sha256=16FHPNcpLLwa5Y2LTAd0ovn6ex_Ev_qSSZIE3yUoqKM 9227
eir/setup/config_setup_modules/output_config_initialization.py sha256=5VW7UGS0nQEdOtTlN1KUYlBCsBluErEwSiCKW7hp8tY 8572
eir/setup/config_setup_modules/output_config_setup_sequence.py sha256=itvuPiKG80mcsoJ1NvuSlhQyrQ4m91GxlAucZuw9Z-k 9143
eir/setup/input_setup_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/input_setup_modules/common.py sha256=FVzgR4ZuZ2s9P5KplO5iBN_Yu23y1p2l6l4itEnCGu0 2992
eir/setup/input_setup_modules/setup_array.py sha256=QPqn21sXtcj6uWEWLzkq04MxkuxUbjHIrvazDh6gkOQ 6198
eir/setup/input_setup_modules/setup_bytes.py sha256=ewI_UdmLcPeEcoaX0PSOoxZdWDCXBUT9xownKNFwe5Y 1953
eir/setup/input_setup_modules/setup_image.py sha256=lni296H3QV53XnOg90amKxZNtzvbE94CZw4bfJXOnMQ 13641
eir/setup/input_setup_modules/setup_omics.py sha256=y8U4Khrbvc10GmdBYbhUlGjSEqo69_rapCU8v6w1UJY 3685
eir/setup/input_setup_modules/setup_pretrained.py sha256=5orhoPKL9YfoW5RFDGkVq4GcBmxpJrYxpJ_IYvvZHI8 1910
eir/setup/input_setup_modules/setup_sequence.py sha256=HFwQczwfgn58ce4eY42iQ2mzQrk9oRE8ngQ54HRbb4E 28008
eir/setup/input_setup_modules/setup_tabular.py sha256=2WREZ66MMKL2EGGPvzyFU2rjHwkzl--YEjswtYUgQZc 4242
eir/setup/input_setup_modules/torchtext_port/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/input_setup_modules/torchtext_port/utils.py sha256=Zm2C29JPfYXyw6cnzZnVFZ7yvlvdzcufXOGBICwbi6k 6034
eir/setup/input_setup_modules/torchtext_port/vocab.py sha256=o2gJ7OzS2iFontlft3ort5ubliZ18s_ZuR0G1tIQU88 2440
eir/setup/input_setup_modules/torchtext_port/vocab_factory.py sha256=MQTmsSpK00lGlk0p_dBGjAnJsItir81R7vpgAbbeWjo 4908
eir/setup/output_setup_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/output_setup_modules/array_output_setup.py sha256=8TkPBvvKxRInPAydxiSivcvp4moKOzMetocfVVYN5Qs 2954
eir/setup/output_setup_modules/image_output_setup.py sha256=mM1F9LBWlNi2FK57vRqq2rd5rvKNkm8GGaNwGBf_paw 3743
eir/setup/output_setup_modules/sequence_output_setup.py sha256=n0FxR6N68eAob1rR4z6-T2a8kpgQVgwhMckDm8-MV9c 4741
eir/setup/output_setup_modules/survival_output_setup.py sha256=1DSHhktI8SQ8PWalg38B4WCzOS58BXLH8umcmc42afc 2813
eir/setup/output_setup_modules/tabular_output_setup.py sha256=HnntHtCGnob9v59Z8heHnuefUZ09N1WcuAaDAWcc1_U 3045
eir/setup/schema_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/schema_modules/input_schemas.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/schema_modules/latent_analysis_schemas.py sha256=qPiHxncSs9Ply55gwCH3wJd-0uHJcDTGEk2fTWBKz7M 192
eir/setup/schema_modules/output_schemas_array.py sha256=IHYOYiSW4ZGEoM2GVNK-taRDTqsr-A7P8C7p_pSfffo 2147
eir/setup/schema_modules/output_schemas_image.py sha256=_aQWFgsaToZ04IyYVZsFqsG48rteWiM5gfVe8AjQq1U 3972
eir/setup/schema_modules/output_schemas_sequence.py sha256=F6TAG3QBmmSm8makFD9F0NeR41Z-d20JCdN0FHFOp5g 4925
eir/setup/schema_modules/output_schemas_survival.py sha256=3Nzac2Q34Bi8il5qnJinDMArhPFxVNxR_xMDKV26l-0 1318
eir/setup/schema_modules/output_schemas_tabular.py sha256=deGRLhm8OmBbvQsucJDhIipPItvq7J8865Vecxp_2o4 1543
eir/setup/schema_modules/tensor_broker_schemas.py sha256=csk246bR9AS8WyMfmeo37VRIBwPOCwtx82RdJi03q98 2585
eir/setup/streaming_data_setup/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/setup/streaming_data_setup/protocol.py sha256=ET4srQiIiFLZweaMLC-J8xS_fTw5HyZ9EVx8ra0OMQU 1805
eir/setup/streaming_data_setup/streaming_data_adapters.py sha256=ASck25_8kJtSoiSyf1qOEMLRbFf6-j7RKLfT__WZTRM 18109
eir/setup/streaming_data_setup/streaming_data_utils.py sha256=GgHnMrLDd-XWDjlX6aSNzkcWsWhrnaMDgEcNfjzfw3c 3529
eir/target_setup/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/target_setup/target_label_setup.py sha256=L_Hmsz6vbN2uMvQbE3Hex1MKApkBcJyZzhJlX-KVx24 25680
eir/target_setup/target_setup_utils.py sha256=-Wi74DpvFFeXI4RR2cz2gpcZWO42rLN2LqAmK6287rw 269
eir/train_utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/train_utils/criteria.py sha256=WhttGFB7rt-qMaHlAkXmww_GogCWYdjjHPt6tlmtSiU 17522
eir/train_utils/distributed.py sha256=fU_FSRVhfEHqgX9Fl0uV-vzA0fdwlkX5rLcBZwS2k9M 2573
eir/train_utils/evaluation.py sha256=rIyVghbC73Mz9ichMjKuxsXGj2xvrCByyC9qPymCg5E 24522
eir/train_utils/latent_analysis.py sha256=Ck6PQATnYxRQ5LYKiq1IALiiA7sVJmL-1uHphliJP4I 3771
eir/train_utils/lr_scheduling.py sha256=UcfZbCquOzIQfALoLq1fyeZ5IsGUDsDQWSfMnY_GbEA 14632
eir/train_utils/metrics.py sha256=B8B1_SiZaOECTxiobjyhaW8BvZETMoQPr53WgKqCvEw 57885
eir/train_utils/optim.py sha256=qf4suPEvZKGJaT3P-sEqeYmG9hv4f1JkFmHt6mtnJnM 5422
eir/train_utils/step_logic.py sha256=B9t5QYnS_FiOce6_N7papibZr-1QchJpnT-67HrF1Jc 22192
eir/train_utils/train_handlers.py sha256=HSxND9nKCwYlTxWwHI8pxnsAaebS6HSQxjUyotXDZTM 28544
eir/train_utils/utils.py sha256=7k8J0JD6JBxbMkcRsvbzt1HrW_FEOgmrKCaOo0hJfjY 4962
eir/train_utils/evaluation_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/train_utils/evaluation_modules/evaluation_handlers_utils.py sha256=uBxjM5D-6KORXPj8aOmSkQjpoEwfWetbNCgpxq0xTaY 22005
eir/train_utils/evaluation_modules/evaluation_output_survival.py sha256=5arPOeOcLc32ZWjGxcgFPDdpClKCHTSDMtiFm3rjeoI 21337
eir/train_utils/evaluation_modules/train_handlers_array_output.py sha256=5wOMcgD3YjUfC97uEI5weptCMWaRVundz7jXqlJQI_0 17190
eir/train_utils/evaluation_modules/train_handlers_sequence_output.py sha256=guLDDywDJXnlyyfdXO13n2MChJBCgMJXqrxk-5TSh6M 23354
eir/train_utils/optimization_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/train_utils/step_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/train_utils/step_modules/autoregressive.py sha256=11O6-vP7R-HkxGtFhFfc-okszTlxCfwmvEN3S7VsAtU 2781
eir/train_utils/step_modules/diffusion.py sha256=odSCu3gKI8BKHVrW8keJIjim2SAAQBMtz-8DryhWvzY 5159
eir/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/utils/logging.py sha256=QAXzkBhFkQ3GWEtoaOz2kwmKOoHcTcETPWoXcDX_Qns 1830
eir/visualization/.gitkeep sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/visualization/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
eir/visualization/interpretation_visualization.py sha256=fZPPfJ5qV_eqYc3pZpjzW3M2glD6tKX8_XTsGaM3xL4 11373
eir/visualization/visualization_funcs.py sha256=WM5og9Dy1OHYrCG2CSOyyr1XTL1Zt76wD5LctHxdUx4 18664
eir_dl-0.14.3.dist-info/METADATA sha256=SJ-sUzJQ_96Wb6KaY52rKARNUUfRmzrKtAgXM6oncyI 1434
eir_dl-0.14.3.dist-info/WHEEL sha256=qtCwoSJWgHk21S1Kb4ihdzI2rlJ1ZKaIurTj_ngOhyQ 87
eir_dl-0.14.3.dist-info/entry_points.txt sha256=BItZc5FvPkYYsCSY-63mWgyfW5f2mm8XEDwVkVNQl5Y 100
eir_dl-0.14.3.dist-info/licenses/LICENSE sha256=hIahDEOTzuHCU5J2nd07LWwkLW7Hko4UFO__ffsvB-8 34523
eir_dl-0.14.3.dist-info/RECORD

entry_points.txt

eirpredict = eir.predict:main
eirserve = eir.serve:main
eirtrain = eir.train:main