Wheelodex » Projects » omicverse

omicverse

View on PyPI — Reverse Dependencies (1)

1.6.10 omicverse-1.6.10-py3-none-any.whl
1.6.6 omicverse-1.6.6-py3-none-any.whl

Wheel Details

Project: omicverse
Version: 1.6.6
Filename: omicverse-1.6.6-py3-none-any.whl
Download: [link]
Size: 3821359
MD5: e07da60843b4428f29f5c650df16c449
SHA256: 5f5e927070e2dc0fdb9bef628a7cb50d9caaa30b941c459f6728a2a53006d0e1
Uploaded: 2024-08-30 12:29:46 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.1
Name: omicverse
Version: 1.6.6
Summary: OmicVerse: A single pipeline for exploring the entire transcriptome universe
Author-Email: Zehua Zeng <starlitnightly[at]163.com>
Project-Url: Github, https://github.com/Starlitnightly/omicverse
Keywords: bioinformatics,deep-learning,scRNA-seq,RNA-seq
Classifier: Intended Audience :: Science/Research
Classifier: Natural Language :: English
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Requires-Python: >=3.8
Requires-Dist: numpy (>=1.23)
Requires-Dist: scanpy (>=1.9)
Requires-Dist: pandas (>=1.5)
Requires-Dist: matplotlib (<3.7)
Requires-Dist: scikit-learn (>=1.2)
Requires-Dist: scipy (<1.12,>=1.8)
Requires-Dist: networkx (>=2.8)
Requires-Dist: multiprocess (>=0.70)
Requires-Dist: seaborn (>=0.11)
Requires-Dist: datetime (>=4.5)
Requires-Dist: statsmodels (>=0.13)
Requires-Dist: ipywidgets (>=8.0)
Requires-Dist: lifelines (>=0.27)
Requires-Dist: ktplotspy (>=0.1)
Requires-Dist: python-dotplot (>=0.0.1)
Requires-Dist: boltons (>=23.0)
Requires-Dist: ctxcore (>=0.2)
Requires-Dist: termcolor (>=2.1)
Requires-Dist: pygam (==0.8.0)
Requires-Dist: pillow (>=9.0)
Requires-Dist: gdown (>=4.6)
Requires-Dist: igraph (>=0.10)
Requires-Dist: leidenalg (>=0.9)
Requires-Dist: graphtools (>=1.5)
Requires-Dist: phate (>=1.0)
Requires-Dist: tqdm (>=4.64)
Requires-Dist: pydeseq2 (>=0.3)
Requires-Dist: mofax (>=0.3)
Requires-Dist: adjustText (>=0.8)
Requires-Dist: scikit-misc (>=0.1)
Requires-Dist: metatime (>=1.3.0)
Requires-Dist: einops (>=0.6)
Requires-Dist: tensorboard (>=2.6)
Requires-Dist: scrublet (>=0.2)
Requires-Dist: pynvml
Requires-Dist: plotly
Requires-Dist: numba (>=0.56)
Requires-Dist: tqdm
Description-Content-Type: text/markdown
[Description omitted; length: 13008 characters]

WHEEL

Wheel-Version: 1.0
Generator: flit 3.9.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
omicverse/.DS_Store sha256=oxKgUA7d1PSs_LEvGwVB-a5pGM0m7rJTUoS8iAk030c 14340
omicverse/__init__.py sha256=pPvkM-SUan7j-mEjuEa5-ejJZSahrvjaXzBurIe2jdU 889
omicverse/_settings.py sha256=lAqewZ_S9oJ9x4yoIV5b_juSMoIfHWKVNgogy10MHCY 900
omicverse/.ipynb_checkpoints/__init__-checkpoint.py sha256=1Hw3nJiF88KRq8837kdHnPTPohobf61JPgSbSN-ryrM 320
omicverse/bulk/.DS_Store sha256=2Q_FzNfcdlWXQR_dW8-_lTTcbC7yTZIa3imkAOs9cYU 6148
omicverse/bulk/_Deseq2.py sha256=SP0ROzQKHypUYxltMrfDlO8utDQsjcot-N5XTrb8Cxo 27123
omicverse/bulk/_Enrichment.py sha256=SkhIJAsJ9cWhLwkJ68zUx-ifVLTWkgaKcLETTt3DT7E 22288
omicverse/bulk/_Gene_module.py sha256=ggph2YsThi0bcCFgTpr4r1_ECZmrihX9LwNWb_ftUZY 29240
omicverse/bulk/__init__.py sha256=XB1gt__G4K-gJ_0EtZEXZ_wtBu0tq5-KoQGmlsxN5Gw 672
omicverse/bulk/_chm13.py sha256=hlWEJRsQ5ALxyRRyRxZkMKSfhS3jtg2nBPQVhc1lE20 633338
omicverse/bulk/_combat.py sha256=6M_46DEQvuaiZXTH_xK00ry79qrUHhWU_PGzjehk5EI 502
omicverse/bulk/_df_apply.py sha256=cWlzMadVi1oOXG_SbSjoqFZ5vFgOVt3BeR5tPbJsYP0 1633
omicverse/bulk/_dynamicTree.py sha256=UDg2nhG6_y078KAuy-nGWmTWya6uVxnOkyUQlZiO5kc 42804
omicverse/bulk/_network.py sha256=kVuL7PyodaIdOJ1WxBWVYw2HwCNl-44ZdS8nVT1uAzE 6919
omicverse/bulk/_tcga.py sha256=CCtF9d2t_Jz6Eb4mywMzkSsS8mJjzpZib9GbDesp8_Y 13000
omicverse/bulk2single/__init__.py sha256=t7BinQDNNzNBH4VzCdDwfkHuI9wmoW9KGDD-7VTh4LQ 275
omicverse/bulk2single/_bulk2single.py sha256=4ABqHVgAjLlOmJkONqL6QAm75QGnoF_xQz8zlIwYeiE 17976
omicverse/bulk2single/_bulkdeconvolve.py sha256=U8rOIjNom2iRMhSIeXoK53t436QEmOq2izASczYY7sk 829
omicverse/bulk2single/_bulktrajblend.py sha256=8Uqnxc8x5KVKHvrR3ran7IdJSF_qJ_J7yyJUTJkDNvQ 15889
omicverse/bulk2single/_map_utils.py sha256=L-7rk-iB5sFplKgvjwdQWjWzRNu6aw_lak50kS69elE 29806
omicverse/bulk2single/_map_utils1.py sha256=iDA3g2-gCw8QyFDagPaAwhprx2KpKNj9bIN8wtlcXPU 24978
omicverse/bulk2single/_single2spatial.py sha256=EFZHi4NqvXg6nYzSrYly5eyBjjL1HzuRugkuGyTbe4Q 12746
omicverse/bulk2single/_utils.py sha256=jYlK8zSUGJRjO236abMMn-LbHk3k6zRWg0iV-MsqIeU 10462
omicverse/bulk2single/_vae.py sha256=BFd5WPTIAcXJwoFUJQBcVUcRoEFVJBOAzt8NEPXVo4g 8560
omicverse/cylib/README.rst sha256=gBL79vJTcBHYAbH0d22MwixhUbC8utIJzTiUMg7NESI 48
omicverse/cylib/__init__.py sha256=hTqIchGwUJIH-__yqgppSZ3HAeZ0Ie8wGluBts0z-5Q 25
omicverse/cylib/fast_utils.py sha256=s5k20LlXItCJ_aZxspH3d_SgRtcBe4gWyPQUciY_lnE 3338
omicverse/data_files/.DS_Store sha256=1lFlJ5EFymdzGAUAaI30vcaaLHt3F1LwpG7xILf9jsM 6148
omicverse/data_files/README.md sha256=8-OsQ068w7ll0M9e0FgFEqeW2x7F2o-gzPn32-wGtuM 1313
omicverse/data_files/apoptosis_human.gmt sha256=90luxJc81X4xbzMoGhQH3UOSdbs8CFRMR1G1BNxPPUk 613
omicverse/data_files/apoptosis_mouse.gmt sha256=b-1JE2crAobL4hal6O6SIXod5eItSt7EiU_zA_oKnhY 598
omicverse/data_files/c2.cp.v7.5.1.symbols.gmt sha256=0kzMPH7Lm13lSwrCmm23jQRlgS3Rd4w2-hnlPprUjz4 1277787
omicverse/data_files/cell_cycle_human.gmt sha256=F_31OOXNaRmF2vsRb10Epn0k8SZw4ZiE4X1obS_d1Ik 597
omicverse/data_files/cell_cycle_mouse.gmt sha256=okZKd79sl2CLeoyJ5mGAkoOlp3BuCUu5Hc3rbz6gBP0 597
omicverse/data_files/emt_human.gmt sha256=FwyWHkeHkJ_VIaNMncPKpqJAmYUk4H_dfzSFaNRYoLo 222
omicverse/data_files/features_model_training_17.csv sha256=ecpx3_zBfwYl6tcaSnrhVe02meaDPgDHbx_BwJclS18 164417
omicverse/data_files/gender_human.gmt sha256=ljTCJbpmylJ1NogwNAJi4Jqnh4LGeIW0iVhvA3zokHs 230
omicverse/data_files/gender_mouse.gmt sha256=csIUraNAXZpOh7HCaImXY2YO3qbSdNPuzn5YKh7Q10M 142
omicverse/data_files/h.all.v7.5.1.symbols.gmt sha256=3g_e44ryYRooSXP1Zd8amL-iOFrs17ou4_5RII51O0A 48244
omicverse/data_files/human_alias_list.txt sha256=QALoVeCgu5nHFyBw2sxTuzXTlq8ZFurqMahIzntGWzM 5213
omicverse/data_files/human_lung.gmt sha256=YII34BOS5fu_nuenuYDfJZTXKJIRJakRwj1itad2eOM 2725
omicverse/data_files/human_t_cell_markers.gmt sha256=Nx33pMcD-B8-uddEfMxsCVii9d9Gu5C0fz0FNr2dmlM 743
omicverse/data_files/mart_export.txt sha256=mmTUc7Fo4WMSBbXR6kS1GgVWcBysRSho6zhyb7mshgM 4890863
omicverse/data_files/mitochondrial_genes_human.gmt sha256=iktNyyhct4ygV8iJ0Y6Y0ELVuttl5JMPXm5LXciwPp0 929
omicverse/data_files/mitochondrial_genes_mouse.gmt sha256=jhx1dDDj-yizDppwTnOvv-DSImo4ExPqZa5hA-hBhMQ 930
omicverse/data_files/mouse_brain.gmt sha256=ieWfGlvz62IxhwCcVsy1t859T1o4UET_B6dQQAA01oE 706
omicverse/data_files/mouse_liver.gmt sha256=7Kgl8yfa0pLCE-6F1pM2aDQ19YZzDh-B6VK1_33tCp8 1931
omicverse/data_files/mouse_lung.gmt sha256=zTDr2tpnz4WumXvrColhyVypBiTF3pkUbThyF--pBsM 4068
omicverse/data_files/ribosomal_genes_human.gmt sha256=Zxz9hQN-wP2cRjNE_mz5OsGqGi9V8dva2dSrZa7OPIs 787
omicverse/data_files/ribosomal_genes_mouse.gmt sha256=P_7MZ55FErZhuUAp0KF_K3cpOo0Zq8AnxU0ZIC-d7gQ 801
omicverse/data_files/smoothDatakNN.py sha256=9heS4nBHTukLvxSQJN1VOpHkwgBJ2FeAaqcZ8auZrZo 3278
omicverse/externel/.DS_Store sha256=hoJ7rm_wxYn-qk6lwv6QrPEXGKvp1QzhXW8di29AoLM 8196
omicverse/externel/__init__.py sha256=OpFLu2jzUUxEo5TBLFgbLOj-gd4cQdxvVa8d9AhRZzw 187
omicverse/externel/CEFCON/.DS_Store sha256=BbgfECi2FLH4Oe90WLZlm_CQXpYyKVA5pDIv7CEEnOU 6148
omicverse/externel/CEFCON/CEFCON.py sha256=zv7ej2xe36OV5NPYPZIMC2sPHdatuwBoULUfHNwKQMg 5763
omicverse/externel/CEFCON/__init__.py sha256=WG0ejOkld18GHt50qghUU8EWW5gRBwUEx9ELJzKfMjc 578
omicverse/externel/CEFCON/cefcon_result_object.py sha256=nYW026FSajR8q02bQTuTwnx8xtm-l4iiDq_Z-tHSHPk 20089
omicverse/externel/CEFCON/cell_lineage_GRN.py sha256=1m3GgwNSiALfZX5_X225Hgjxl5UH2bS9V_lTKZeQGNk 25206
omicverse/externel/CEFCON/datasets.py sha256=tEaH_9StvaJDpUGLt4ebme9DXimT1RVFylT1SaJGyjk 12749
omicverse/externel/CEFCON/driver_regulators.py sha256=hzli3S7_6TDrsZDDGagYZXuDf-918fkdklwU552FU-w 19274
omicverse/externel/CEFCON/eval_utils.py sha256=SbGmzP5nIDyAIarz5DuUyNLGsVObS5HR5xwfLKFZ20E 10834
omicverse/externel/CEFCON/utils.py sha256=7xt14aBwfWpCXL5J49SE-br7xw6_apytAlGhkZ8faeg 18943
omicverse/externel/CEFCON/resources/__init__.py sha256=4onu94SOc4K4r7slnoMlG_yIwZqxElg7qdfyHtbZZaw 1483
omicverse/externel/CEFCON/resources/hs_hgnc_tfs_animaltfdb4.txt sha256=UcDFclMn875IwFISd5RRnYLlkSWtWgtf96DGUQwEJ2U 10200
omicverse/externel/CEFCON/resources/hs_hgnc_tfs_lambert2018.txt sha256=Nztk09vAWKc4i3lbOWzSjd2_eUgK0csh7J-nqPyTwn0 10199
omicverse/externel/CEFCON/resources/mm_mgi_tfs.txt sha256=aaXnDA_PFkQ-LG3HdzXFtRGJZPPKpuA-6tK26c_OGHA 10775
omicverse/externel/CEFCON/resources/mm_mgi_tfs_animaltfdb4.txt sha256=9Xrt0DWUoQNjyFkbGLWTWsaumXNoGKxc-8-BWTwHkmY 10219
omicverse/externel/GNTD/_GNTD.py sha256=02y6NPJabKTTjzNlm_Yrmqkpggkq9GeBQ6zLvp-YwIE 9412
omicverse/externel/GNTD/_NTD.py sha256=MaOrvXK13QHSKL6ncsNGBm_sXHnLPO73AvYLEvgl4HY 1221
omicverse/externel/GNTD/_preprocessing.py sha256=opDLhtI9sNZo4LiDthdlIqoMTRp5-d3Mwwwf_DiW1Fg 13899
omicverse/externel/GNTD/_utils.py sha256=NfC2XCBc33KaZEbtjc8k02ZNdySaceAqAF4QJEW0FTc 1102
omicverse/externel/GraphST/GraphST.py sha256=FGoFSGpxOKo7GTz1f7DujHeuPMomg3agsvHhFWhsP6U 14169
omicverse/externel/GraphST/__init__.py sha256=4f4kc99o4aazDGlPcOXxIex6SdAlBNzx4jNKds1v9LM 379
omicverse/externel/GraphST/model.py sha256=AUeIiSwh7M1_3JOZhQeRdYmNe6Hp_JBTFZhkO4rojJU 7390
omicverse/externel/GraphST/preprocess.py sha256=n2uTZSlS_7qTQxV-tlyztq4siBQCPOwTu19PAupF5to 6465
omicverse/externel/GraphST/readme.txt sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
omicverse/externel/GraphST/utils.py sha256=jaDKdyUlNxx1lzUN65M7jFu-cHBlnSWwv2XaC9BBgDM 8260
omicverse/externel/PROST/PROST.py sha256=C3K5QoSYvgwA79fIAWKBSh8lzYie3TMT88kiNp2N8go 10398
omicverse/externel/PROST/__init__.py sha256=BEXxju5V1WDUYLO_3ik8Z0d1MEckAqEPgElZoDbUALA 146
omicverse/externel/PROST/calculate_PI.py sha256=75zdBbvjQ9Utqhcy5CqE1mIE-KVmU9WzUiI2bAIvb9o 16891
omicverse/externel/PROST/layers.py sha256=uC1-215SqK5X8BXjFYTVM6w8FuxQqiheB7uGH7rwdHA 5408
omicverse/externel/PROST/model.py sha256=-Jk_aelPaVjvy3CbWEOyZ0K64pxgqL1W0ZiERNL3pmM 11158
omicverse/externel/PROST/plot.py sha256=b2QWz4maYBVZttfK7Q3bLXkdbQeJ7qZg0qCJtI1iIE4 5534
omicverse/externel/PROST/utils.py sha256=Q6EQJY9TMwoDu8xbvt0IvMha8sN1JEf9LV8OX7D7AjY 28848
omicverse/externel/SEACells/__init__.py sha256=At3qxBCbDpBaNw9n9FXWj9vsmeF6PTjt9qCcRvtujLE 43
omicverse/externel/SEACells/accessibility.py sha256=c0JZJS48X1KR6DUHfyys7ciWf666qN8w_PvyNfS0sWA 4422
omicverse/externel/SEACells/build_graph.py sha256=zA4RvknFf5vvNlX6Qxrut9997-ZXJeoEULvDHtx9Huk 6700
omicverse/externel/SEACells/core.py sha256=Z49-FCmoL-O6dYXCTrUP8pIM1EQ5lnY8uw1doPaQyd8 8749
omicverse/externel/SEACells/cpu.py sha256=CiaEmUFCfickjxvsLAXHdHF9O6M4sDk3FCJp7roALzc 28399
omicverse/externel/SEACells/cpu_dense.py sha256=CM-ZS5vLQ3DmlrO3xa4saA_u5iZ8Jl2F8JemdfQnIwA 20804
omicverse/externel/SEACells/domainadapt.py sha256=0lRbsdpXh3ZBsV8l9015ih9nVpuzbWT6JmNfxTkdNPg 4565
omicverse/externel/SEACells/evaluate.py sha256=L-PCDk_n2IrFkGeRRYqVYY2aW70vEdZP_0z1hu_EPo0 5112
omicverse/externel/SEACells/genescores.py sha256=4kVWpHu6qX5gQ1LD8fMaYqHPVC45lkXCmr3G5iDErGc 12141
omicverse/externel/SEACells/gpu.py sha256=-3BCopKxHzBaGzj863tDCPMhPkV_iYAcnDadIuP09rs 28340
omicverse/externel/SEACells/plot.py sha256=TnAfMYbShO-SCv3uzAxRStrURh4zJHrk7OTCpGhl83Y 5030
omicverse/externel/SEACells/preprocess.py sha256=bSquJyiPok55Sv0KsyLEYIepsGDvxGY8i7HqHd26Nxw 302
omicverse/externel/SEACells/tfactivity.py sha256=gyxjKGJulFOcVlrx-QSdAhMFi-qfYVbX2VRXe9umgQY 8601
omicverse/externel/SEACells/utils.py sha256=nGUwmSV_ZgKl1e21uD5mUfhWtBXaw5woORWi7T65s-8 3220
omicverse/externel/SEACells/version.py sha256=4OkE0ip9KkRuWv6X07e8bGGgCDuzdoHXDQwhFUaqWkg 119
omicverse/externel/SEACells/Rscripts/chromVAR.R sha256=elKQf8QG0lVZi3nEQVjWkXUyCGiUxlVr3FWKAOX3kB0 1987
omicverse/externel/SEACells/Rscripts/tanay.R sha256=jvb-PmDPo2OXfWJumDdD7PmKPTuovaimHorEX8ITH5U 87
omicverse/externel/STAGATE_pyG/STAGATE.py sha256=IiTrI68wOxuOF1dA9i0dj97pkbm6MudNT4Bdrz9A-5I 1624
omicverse/externel/STAGATE_pyG/Train_STAGATE.py sha256=mX_K6pfsaQ6An2UT1Izz74iSeEwVMFtOq3W9QAmV76U 3096
omicverse/externel/STAGATE_pyG/__init__.py sha256=jxDqtiYeLk7KvaE_b8MXH0M8J2ANNtGZ2e1gsOxB7dQ 373
omicverse/externel/STAGATE_pyG/gat_conv.py sha256=eephYcqfDRmE2_3HzyoiVnByiN5JxBa8QBC-GpcsrjI 9355
omicverse/externel/STAGATE_pyG/utils.py sha256=pcjQvtyETZw90LZtL0ZnjTB5J5uap7XLeEcVQmtwHYE 9881
omicverse/externel/STAligner/STALIGNER.py sha256=21QJWQsgwQf-B9PJ3SlnKXroV-lC1d3EpnvT1zJXuZI 1629
omicverse/externel/STAligner/ST_utils.py sha256=Z2XRhZR-l84SQpBMdfsyFpnArzEpnmCw9kxtK7jQ3Sk 13944
omicverse/externel/STAligner/gat_conv.py sha256=AQKeZvFYM7sGoXEIqi_bnX1CfdpYbg7lmwLdZh522dw 11855
omicverse/externel/STAligner/mnn_utils.py sha256=f-mYTbOV1sXctGexEso8vdM0Ci4BjK_B4ItDxv_tPp8 4830
omicverse/externel/STAligner/train_STAligner.py sha256=R4TgfMzFG41__u3OA2wnlxIa2bwqzHyokgD06TLCVQ0 16871
omicverse/externel/STT/__init__.py sha256=H5jVA6j6C4FDhwBb7x8T8LJvt075MTdbErPrYA9Ny60 84
omicverse/externel/STT/pl/__init__.py sha256=wDKoIPEVixNl6UX1EaveqJevKFY9wavaPAoxXiF1fek 221
omicverse/externel/STT/pl/_networks.py sha256=cEgcIlYPKTTkG45LorAMTbMjerBl917Hi1jEFfdAlDI 31296
omicverse/externel/STT/pl/_plot_tensor.py sha256=GGKtnW6tKPU8ORTYDJUEXjnfeMX3cQM7eW0J8e6GWbs 8626
omicverse/externel/STT/pl/_plot_utils.py sha256=31z4E3rogUTWGhyiXzEzoaKeb68jJR5t3pvRE4InS1Y 14339
omicverse/externel/STT/tl/__init__.py sha256=Qlcf_OoZbWMYZAn-R1GkwYkvW8SJ9IcOGeNi9-43Gg4 153
omicverse/externel/STT/tl/_construct_landscape.py sha256=2qmlKKDXwWFodzBlrsHuatOR1n73rAbOWl22qHKubT0 3421
omicverse/externel/STT/tl/_dynamical_analysis.py sha256=w7r0jETnH--FCDVrAmArNx9KcqrpjhM1iwk36ogbeLI 17101
omicverse/externel/STT/tl/_pathway_analysis.py sha256=8Vy1jRbtosh1NgWhXOoIS4AIcvewLQRumxlGHDX3FYM 3909
omicverse/externel/cnmf/cnmf.py sha256=0T1xA8GOzbYSP_747_FDqIRDrdPOZCgtRCNWk974EtA 48971
omicverse/externel/cnmf/preprocess.py sha256=nHprRKeAbkxi6QxfBxxtbuU8LKWyrADnM3_G0M48Pn0 20207
omicverse/externel/commot/__init__.py sha256=gq1EL2KiQXFHdbLBNCfJsKLCnoWFNkYCXuhnEIV0avY 156
omicverse/externel/commot/_optimal_transport/__init__.py sha256=S2EaEOLWUDuFh0sRXcaNWvIZTzJJFwomVnb6bqC9UYE 351
omicverse/externel/commot/_optimal_transport/_cot.py sha256=YMMtFW7mzEePqpC4yFq-kuhmTkn2GJivZQk9MVGihA8 23277
omicverse/externel/commot/_optimal_transport/_unot.py sha256=S1CsqOloJ38EBBUyp41CZrMe1IQ5N-oujlFaquZSeSA 18761
omicverse/externel/commot/_optimal_transport/_usot.py sha256=-UCY_ZupY-BvB3Ou0yfBlxGvoQ_Dx9xAy3GqgHgS3iE 4088
omicverse/externel/commot/_utils/__init__.py sha256=MWakUVdFtbP5HyxXPCJeJzFunm-J0pvF0nWp0uZIE-0 911
omicverse/externel/commot/_utils/_binarization.py sha256=Lq4J0Oxi-o9QQJMNmutNFpusUalO5PF_tNJTfmnPWq0 1411
omicverse/externel/commot/_utils/_clustering.py sha256=1n692INLsPjf5_4R746NDFiZBOFyO94Xco3uMkHOLBM 1545
omicverse/externel/commot/_utils/_plotting.py sha256=k3BSkSj9w8fn2p2c2Ll5j1UNOwvnHzNx3igIR9Sj4Gg 16414
omicverse/externel/commot/_utils/_similarity.py sha256=2XZR7-GFIBm_bhSjhPSpmQ_xlRVfmaPUj-lk_hlVlOA 14332
omicverse/externel/commot/_utils/plot_chord.R sha256=ohuc-dpGslMl_yXJ05RvEs--sYaVi6ROhht1Pq67ejI 449
omicverse/externel/commot/plotting/__init__.py sha256=gEo86KAgMQ0diYqdH-c1DczVxz101yZz5pzsuWXN_pk 269
omicverse/externel/commot/plotting/_plotting.py sha256=QcYz5lBZEhteORHnJIvJAKLdgCzSPfa4hqMlr2zS3rM 31039
omicverse/externel/commot/preprocessing/__init__.py sha256=9rRWYsdi70SUYk1hSZLDtXBR5NYn-qmOL7IDOWFJmEo 175
omicverse/externel/commot/preprocessing/_infer_spatial.py sha256=5x2QWm3H9eF3dl8s5Xwmbu486_tSY3oaIQOE9HyznZo 6962
omicverse/externel/commot/preprocessing/_ligand_receptor_database.py sha256=wO2aKQR5O5lUxBIgSDhh2I17Sl7WvKiIaOT-e1dAco8 6741
omicverse/externel/commot/preprocessing/_data/LRdatabase/CellChat/CellChatDB.ligrec.human.csv sha256=i_uG2oEgbMTB2KsVoAhun8bNOKcgZFCkJ-Tne_sycxw 81605
omicverse/externel/commot/preprocessing/_data/LRdatabase/CellChat/CellChatDB.ligrec.mouse.csv sha256=hRx6wS9LK6NV65kc2nZka_IV_KtuOBn3RTvOLTvHdnM 85069
omicverse/externel/commot/preprocessing/_data/LRdatabase/CellChat/CellChatDB.ligrec.zebrafish.csv sha256=J_0Os12gNaNx72h4PT4tzwcpZo_VjCu1nyAxc-obPzc 127038
omicverse/externel/commot/preprocessing/_data/LRdatabase/CellPhoneDB_v4.0/CellPhoneDBv4.0.human.csv sha256=r_zLTSaZt-Zy0pE0WLGQ1eBZCM1n9qKlA2zhZ0TMuTQ 69695
omicverse/externel/commot/preprocessing/_data/LRdatabase/CellPhoneDB_v4.0/CellPhoneDBv4.0.mouse.csv sha256=xmdT1E5RzY0E7pLmFTEEFpGjwRTUQlBoQ8zUhSUNPY8 58618
omicverse/externel/commot/tools/__init__.py sha256=kWscnwaUOZNzVxzxFnL9NCrpgcGIJ1Wz2nIRIKIz37w 743
omicverse/externel/commot/tools/_downstream_analysis.py sha256=sKISby7rFM_mq-bR3zuL3ka_g05WmGPqu5h_MXxb33M 38243
omicverse/externel/commot/tools/_spatial_communication.py sha256=M8igyo379nxemgB_83r0cRqnp_8fArRhTSMnP7X3evg 45535
omicverse/externel/cytotrace2/gen_utils.py sha256=bTGfGP9ks7auOC7b_HAOEfa5bLSdzjaI2GJ0n2PzvkQ 12735
omicverse/externel/cytotrace2/models.py sha256=sXnik09nGZSHmJIofrPTPQl-j9Aiu_d8nnjl9ZhN1Oc 2770
omicverse/externel/cytotrace2/smoothDatakNN.py sha256=eipY4lYg66AEkODPo491yZpDai6xWyrZyN81pLKj6xA 2738
omicverse/externel/gseapy/__init__.py sha256=cvnnMW4OizKIHF3bPht_oQrBPECj5uOe2eLioVvZXf8 347
omicverse/externel/gseapy/__main__.py sha256=FoSK36b6pBfnhGoZKEii-m32YdewlyPSjO21S0TI-Y8 21289
omicverse/externel/gseapy/algorithm.py sha256=25cD3o7jY7NijFTmB9_Oas3WI-oBkAFx-0WqdTOt46U 30984
omicverse/externel/gseapy/enrichr.py sha256=GI3XYRQnwbyGonuxdrsQDuy3DCdjtXD_1iMZP4Ec4C8 21908
omicverse/externel/gseapy/gsea.py sha256=-kPZkZjwlaAW0MlKi7XP_3emqjde8HdiORfvluVE8eA 49743
omicverse/externel/gseapy/parser.py sha256=p1WRtP12LfUtwFgsqqquRF-38KbujXohYWmAK6u5ElI 14641
omicverse/externel/gseapy/plot.py sha256=DWwKXBhyAEVnIQqzngo3vGAeKSb-szISeF-Gbd--eTM 22825
omicverse/externel/gseapy/stats.py sha256=yv5j8wteCkpqWzWrpZAuoHEaV0sUa4VvrJ90lWa2hqM 5929
omicverse/externel/gseapy/utils.py sha256=_OgsdUB4BfScVbf7wOwNS_vQJGy3v-6LRZhkJPoHCWM 3927
omicverse/externel/mofapy2/__init__.py sha256=qAv--6i3TaVNiQrRO74KS0IBCv5aP1hQcW06qvKGHEQ 55
omicverse/externel/mofapy2/config.py sha256=79LaBKvCGHunIuDMk24mCuOq-X5QvNtVI_WU3YRY6jA 405
omicverse/externel/mofapy2/version.py sha256=bSuLoXsCr0tyq73AR1msMfHVln1UlaeZ5tDociTj1ok 22
omicverse/externel/mofapy2/build_model/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
omicverse/externel/mofapy2/build_model/build_model.py sha256=OKg64y_VvloIyZ3qxhw7khyPqS76CnFRt4AUUNeO5y8 13189
omicverse/externel/mofapy2/build_model/init_model.py sha256=YlbpNYc6IPVSf_RSbWvFtwBKarJYis9qaJOmiqs3Eio 28425
omicverse/externel/mofapy2/build_model/save_model.py sha256=vg9QY6B3emAy4loIzje9ovPiwOttQYxP_2tGpIZdBD0 25076
omicverse/externel/mofapy2/build_model/train_model.py sha256=xuGiBwTHzX2s9KAQDqoycezT6rXgfyoepLZ4wwy7FKU 637
omicverse/externel/mofapy2/build_model/utils.py sha256=abR8dRKYFI9lBag9XRa1C6PcLXOgJWarQ5gz7vmQZkQ 3366
omicverse/externel/mofapy2/core/BayesNet.py sha256=ObMm7K-loFWj2A4mDA9hVsGa9n4_FoShVs7iqM71DDo 26036
omicverse/externel/mofapy2/core/__init__.py sha256=alIDGBnxWH4JvP-UW-7N99seBBi0r1GV1h8f1ERFBec 21
omicverse/externel/mofapy2/core/gp_utils.py sha256=dUuHgYI-StRewQcayLtqVikyeojKhxcsMOrDbuD4uT4 5591
omicverse/externel/mofapy2/core/gpu_utils.py sha256=jxUZimbaKgIVGXRgDSWyM2mVmkufDMMVc-yJyEumzp8 1765
omicverse/externel/mofapy2/core/utils.py sha256=1qDiIyeKsS7pLqpbPY9X3Z-6cy-ObQF34IqtjG4eT38 3764
omicverse/externel/mofapy2/core/distributions/__init__.py sha256=22zpsvBormV3D2VS1ywMDnycgr3Onxn-ZWuKSIU8pn8 448
omicverse/externel/mofapy2/core/distributions/basic_distributions.py sha256=TUDPvP9x7le_4sarDMgG5bumMQsDvIrY9-l-TmtdG94 3923
omicverse/externel/mofapy2/core/distributions/bernoulli.py sha256=5FlK4qO21x4sBlpPlQ0_8bwcBVjkBYtJTYtk7nXaHtU 1301
omicverse/externel/mofapy2/core/distributions/bernoulli_gaussian.py sha256=2Kmrs8W0ve1QtpfqrfhyNi0Ova-RgGiF4OuaBws1zLA 4709
omicverse/externel/mofapy2/core/distributions/beta.py sha256=M8KEwfUNMTJPLIaIA9XHFI86IqdFUmrpOSy_qtrtuJ4 1859
omicverse/externel/mofapy2/core/distributions/binomial.py sha256=XHQjcgWFjs-1v4hz40QDDafFr5vGTQqm9tZD8gm2EMk 1928
omicverse/externel/mofapy2/core/distributions/gamma.py sha256=q3Wnrh9TV_kKB3yo5OqYxe3bqofEoGP0LO5UUwz37ds 2061
omicverse/externel/mofapy2/core/distributions/multi_task_GP.py sha256=UTOScYCd_873k4yw3mJqpfQbpbuLLdRvduqWpEE6ucs 38150
omicverse/externel/mofapy2/core/distributions/multivariate_gaussian.py sha256=0JbwA1cV47MGTj2ZOorhlVaLRm_h-y03rHkTbvGeEJM 16083
omicverse/externel/mofapy2/core/distributions/poisson.py sha256=T98xKiHKciV_A1yUaobkUM75cmiVNFcJklFJTg5xg6Y 1663
omicverse/externel/mofapy2/core/distributions/univariate_gaussian.py sha256=7vCzrWFnl8sxN0sj_s4IRsn4Xbghh4n5E0oLnj9iYY8 2223
omicverse/externel/mofapy2/core/nodes/Alpha_nodes.py sha256=PThH0bx0E9akWZy3AQN6d7FCXPBh7xKrapzPTEKFwIA 6291
omicverse/externel/mofapy2/core/nodes/Kc_node.py sha256=sW_XZmdw7YuMXNogwGY8iz-Lc6Z-GvsGugJtnQaNLCw 4646
omicverse/externel/mofapy2/core/nodes/Kg_node.py sha256=KXdV3dBM6vYuQLbULuERyO3FE1zuZMqp49qO0NKMAe8 3581
omicverse/externel/mofapy2/core/nodes/Sigma_node.py sha256=MB7CJxfCaGYIUAo00FnYEFBBjdRhmWQRY-8feMNJqTI 49309
omicverse/externel/mofapy2/core/nodes/Tau_nodes.py sha256=iHUvNkYD8YsEut1MYqknX2tpSuh-XKMWwHC-cxW-CmU 5327
omicverse/externel/mofapy2/core/nodes/Theta_nodes.py sha256=PBa5wFfnDMHTpbzThOgOaOVDFEXiD5pyknFNu3AjzPs 6551
omicverse/externel/mofapy2/core/nodes/U_nodes.py sha256=pEBfbA-4i_9vbYwcWtqlHR-FR4gHaoWn59ZgL8-NyGI 7911
omicverse/externel/mofapy2/core/nodes/W_nodes.py sha256=01J0XcC4f5xYvET5kv3VoDghkdRHAe8e5sZXhbrrFIM 10037
omicverse/externel/mofapy2/core/nodes/Y_nodes.py sha256=NjvlaqDEvFAlj3EIrBN9tRAMnRk00H3NXRqHEQf_rqk 3577
omicverse/externel/mofapy2/core/nodes/Z_nodes.py sha256=ql8BIRbXnHzUbYzxnt3stKyx7FpVR2CArt5yMsax4Xc 15625
omicverse/externel/mofapy2/core/nodes/Z_nodes_GP.py sha256=ojJ9zdS0hJSY7MmbBo_5fpCAQrOEQbhrXjTI1c_1_DU 9248
omicverse/externel/mofapy2/core/nodes/Z_nodes_GP_mv.py sha256=zVmtFsubZpc-m08vN9eQmUaVpXWOsnAvbiADmAGm-80 8127
omicverse/externel/mofapy2/core/nodes/ZgU_node.py sha256=dOhDwvj4UzI7-U1mm3-sRkz4ViyLgq7-Yrp28lanOUk 7505
omicverse/externel/mofapy2/core/nodes/__init__.py sha256=3wjycqAVqgp6bvN58BRrQkUGNtneFIIvCAW0wjwi4Y4 581
omicverse/externel/mofapy2/core/nodes/basic_nodes.py sha256=by4VjuvsBf6rT_Yd-unEFhjFgJ4cXDlMNbrNn3elPJA 3812
omicverse/externel/mofapy2/core/nodes/multiview_nodes.py sha256=IX304re7YUw5ItLHQQff9PoQ51HmGcIDs3ZmZeD2JiY 6837
omicverse/externel/mofapy2/core/nodes/nongaussian_nodes.py sha256=XDvsNx2I5h6yKhmsp0jDXOoCcF6SbWB2TcdMP1D9uuY 21096
omicverse/externel/mofapy2/core/nodes/variational_nodes.py sha256=Yg9rOcCL6rHhetd7hIa38cBygARd8nyoVIWrH-IV-Go 11994
omicverse/externel/mofapy2/run/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
omicverse/externel/mofapy2/run/entry_point.py sha256=9BbUQ4pKdCaRqgrHX0SuMVzJWp4ekJalPvC5O3vYCu0 70968
omicverse/externel/mofapy2/run/test_data/view_0.txt sha256=flkJuQnQD2swkJlfMIaOeUb4GoCBjnfmqNPLXJ0jY1w 324931
omicverse/externel/mofapy2/run/test_data/view_1.txt sha256=NN4_hYrzeu_5OFOCPb1r4SWChzYWBSFe3sW-EyITARY 324642
omicverse/externel/mofapy2/run/test_data/view_2.txt sha256=_3LKVplNDL-EdAwcgqvs1hLHa1ztxOfZtPWi1oj8lms 324951
omicverse/externel/mofapy2/run/test_data/with_nas/500_0.txt sha256=yNtbFSrg8Hz7C6WXlu4d6gJU3go-bqorAsnDYmthqjM 996145
omicverse/externel/mofapy2/run/test_data/with_nas/500_1.txt sha256=YzYBx7P_Exdzf5kxhNnlfBLMEZdpqsDlc7LekxExRkQ 996423
omicverse/externel/mofapy2/run/test_data/with_nas/500_2.txt sha256=xMM9Q0GFmZkC8h6wsjpJ5hlVeLmphYML7Ne1RfHibdY 995502
omicverse/externel/mofapy2/simulate/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
omicverse/externel/mofapy2/simulate/simulate_mofa.py sha256=suAw-Ehcn0pNefcy-i3e-KHljM98taJrazZfsqCbaAQ 6509
omicverse/externel/palantir/__init__.py sha256=_GBoNVxb6FzUwdE0U2lG_N5Ub7VBhgOEAUDO-ezLxog 306
omicverse/externel/palantir/config.py sha256=-x1U0II8-RsmmUnPO8uve6eucJ8-TpHgfzQeFPa5Rr8 248
omicverse/externel/palantir/core.py sha256=KHLhowM4UtOZg4PjWMlaFQiTf3qaCZBYnR3PQ5gxGaE 20843
omicverse/externel/palantir/io.py sha256=9glthlGyuGzkayxMc4HYSoyzCQs_kTs9hlKqfJCc7l8 3481
omicverse/externel/palantir/plot.py sha256=0LZLRXIgShht3SSvyZoC6icSLPkVr_eo4gktjQsLpJo 73306
omicverse/externel/palantir/preprocess.py sha256=wma9rnTAqASW7IkXAi9JOUMWIDfZ0Wu72f972CVYIx8 1459
omicverse/externel/palantir/presults.py sha256=t6Yv-iANLrOgq6u8FxgwdbxNmyyNWs3PPTeayqyC8mA 20923
omicverse/externel/palantir/utils.py sha256=TyZhQc492hhz-_xwJTklcT-r8cwE6FCDs3S-aW_J0Z8 35143
omicverse/externel/palantir/validation.py sha256=Jnph2BXaP212MFnbnCS3intiNNn0MsVELtP0F7JJDbA 5570
omicverse/externel/palantir/version.py sha256=hys1ssjAaDm-CQ4lXl_39Uph5W5MO0EzbJ3Mg14XWBw 107
omicverse/externel/scSLAT/__init__.py sha256=D4xtIQmhGl7VvNHwhaP-BKfVOwwfNwzqS9amyMby1Bk 102
omicverse/externel/scSLAT/metrics.py sha256=w8whXS5D3UzP_SIR6wGABOTxSqr0xqKM_UObN5p8pSE 11793
omicverse/externel/scSLAT/utils.py sha256=CxmsIP0dqEEOWAEqXm6HXF6W1UWdiz1V0QwPwO9ov9g 2792
omicverse/externel/scSLAT/model/__init__.py sha256=iwtcvkbYBHdJxWhRPjfCS_8zHMDpcXjDsGBdHa0bb5k 193
omicverse/externel/scSLAT/model/batch.py sha256=Ud2pzr_c0D8NgK30-bSffURwdEWwuhBL8BbqbtLUQ9Q 1969
omicverse/externel/scSLAT/model/graphmodel.py sha256=8q2wiGIZ6OF3Ao6wXh0QP2xpQrO8ItYb7hEs68DsCbw 3712
omicverse/externel/scSLAT/model/loaddata.py sha256=fvKORVdYhb3aHJQmoN9EooCtOVlBYnEV77JSRS_GchU 11050
omicverse/externel/scSLAT/model/loss.py sha256=v7Mk-9rzUe8ytNGe92O3i1acfwRwipKOxqNu9v-L4f8 476
omicverse/externel/scSLAT/model/preprocess.py sha256=MnFUmsadfkF1b_aaZWGVgnXY58aLtLaSbpdYDBuDGpM 4750
omicverse/externel/scSLAT/model/train.py sha256=-N5uPjBWhHYRcFcI57WygFHW-tzYPcpA3SfQ6euiQvg 5109
omicverse/externel/scSLAT/model/utils.py sha256=DQgrKhwjMNhPOH8vpbwVsTO81Yf3QDdxzvooEOcnxoo 14246
omicverse/externel/scSLAT/model/graphconv/__init__.py sha256=_s8k3o5cQz9cJIHFUmHOQlliqn-ghcvoqnKchWI8hDg 70
omicverse/externel/scSLAT/model/graphconv/combnet.py sha256=po9ZMkHnlsBoroCFwxS2ikO1X2A6T6P8WTYVxOgAjP0 2399
omicverse/externel/scSLAT/model/prematch/__init__.py sha256=m8fgmgDc_BkoIEIYVimjlBO5mCeCW0sFzgvihsFHOKI 39
omicverse/externel/scSLAT/model/prematch/icp.py sha256=j05mQ8UM0okTbd-hu8Y6Mwt0usHy7QWduMkH5MT-et4 4552
omicverse/externel/scSLAT/model/prematch/utils.py sha256=SimSOpFHLgqqTh70vRb-kpmPK-kA1i7ZwTSWs_XrfyQ 5397
omicverse/externel/scSLAT/viz/__init__.py sha256=x0xJOlq1MUqJz1NhpW6cLN3JbzoLZnUiLiQXmrYEcyM 988
omicverse/externel/scSLAT/viz/color.py sha256=lfIJkuwgObz5cveUkG_nMyCMYZgJNhxOrIEcL8WLXds 3474
omicverse/externel/scSLAT/viz/multi_dataset.py sha256=-0I3UQuirjxpPeZYeUumjN7oOQBYdseiTsJ_3LCBQRU 34723
omicverse/externel/spaceflow/_SpaceFlow.py sha256=BYTwXbwq-dUoVEXJH2lBmiUGnvVKGxGvnPl82ny4qW4 27320
omicverse/externel/spaceflow/__init__.py sha256=Uo4HJa3tD7AJ_t7zbz3gFFGjR-YudEc1hpoYMxyH7qE 54
omicverse/externel/spaceflow/_util.py sha256=Gla9c8BaBvfaNpIV2LK-VU2oU_lnj0dNmeS8rYsMOF0 361
omicverse/externel/spatrio/__init__.py sha256=MgbIoWbXBqpwXda48BxbcWk_yxd3O-J5h40cxuRyDgA 252
omicverse/externel/spatrio/evals.py sha256=IjJJK_HTuTCFTsEaClpfpN7_HiWnHCZX6aN_qeg_SV0 8337
omicverse/externel/spatrio/helper.py sha256=6KkTfoPvAOZQMj93oA6U28PyuGI8_IvbFQxZJ4bHRhA 11019
omicverse/externel/spatrio/simulation.py sha256=bY_JVVWPoOtPyvHUaIHBoImK7TY3dLiKCG6IXL9QQWQ 1576
omicverse/externel/spatrio/spatrio.py sha256=4ZpyAtwQH8jD0Kvyq3vFhL7AnP5GW-rlF5YtdA9bs3Y 25435
omicverse/externel/spatrio/visualization.py sha256=uhzELiCB-oMDuaZqJuYhxN7QnMCSDeX5GQIrltlZ8ns 1771
omicverse/externel/starfysh/AA.py sha256=3EREHAF0BT9fOWz5hojaO2HTF_Fh9edx80U9KUtVACE 24917
omicverse/externel/starfysh/__init__.py sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
omicverse/externel/starfysh/_starfysh.py sha256=yChUCAUmaoJng4fzAL6irkss78oZGNMtaBeLiXW6tSI 40119
omicverse/externel/starfysh/dataloader.py sha256=Oz06h3E5Pa5_1ya5aCUc8EZkZQsTH9eCCS2NNgJBnV0 7260
omicverse/externel/starfysh/gener_img.py sha256=JTUT_vR47sfdrjqrIfYgL5xRxTm_dVOfrcTa0mOZhxs 12061
omicverse/externel/starfysh/plot_utils.py sha256=gbIPg1lbFpUmL_JSi5pW2oaVF_atb94LbIeGNqLEtZ8 17600
omicverse/externel/starfysh/post_analysis.py sha256=nlN26orgP6d3HqrRBC8KEHoQI_7QZeUK21kL2VWO-Cg 17832
omicverse/externel/starfysh/utils.py sha256=SKyBHTnaKbdFbSyWvdTLiKq69boIcdTHHWarSjuOhMo 30964
omicverse/externel/starfysh/utils_integrate.py sha256=t1UIAyri15QdUYsVmzRiPurrkoIvWIFR_yhuSulZJGs 17752
omicverse/externel/tape/__init__.py sha256=onidoQ7Xe0KMHGS84Y9iO7UV-EzoeXm8Z8ktIBYJdk0 108
omicverse/externel/tape/deconvolution.py sha256=avZ951ZCDKsCqkH_QJTYxO4WoFO-xU1WKxwvf8O_0Qo 7521
omicverse/externel/tape/model.py sha256=WyvzKdmzBghBhEgOFF41BBj8a1Zfh0J8YD_6WJPs3tg 7953
omicverse/externel/tape/simulation.py sha256=rxiTNyKMGsy3Gqxw4n9OHLyJfXzgVkupY6wPJf51mFQ 6097
omicverse/externel/tape/train.py sha256=Ow6EVWZifWMJ_nqnxaJm_U5bsqmEy1JJeqyISlycds4 6726
omicverse/externel/tape/utils.py sha256=KYLnIoOc-98a6nKes-HN8WSE-9chAhJxa8uCws4Au18 6585
omicverse/externel/tosica/TOSICA_model.py sha256=H_6tdOeQE3nrf3H13DRfg_VICav5cjNg7FQBMa3PPrA 11399
omicverse/externel/tosica/__init__.py sha256=J4VjW4efB_qQC9OhQ7z7xyaoQBPSftu83S5L6Qjt7J0 184
omicverse/externel/tosica/customized_linear.py sha256=5RqJSDoZ4xhzmzFvyIXgelKTOus8mRFz12N29wvGpkU 5669
omicverse/externel/tosica/pre.py sha256=20X4uC5sopAn7BKFhzyCpMvy3b3QqGZUDQFyEj7R1wE 11304
omicverse/externel/tosica/train.py sha256=XA2v-08Q06zD-7JCusyUeX5lxWa4PSEIZsD80ESb8HU 13384
omicverse/nocd/__init__.py sha256=sPRgykQ3Wxhvr9ujnM7A6oJtnlrreL2FD2QxXKsFglA 120
omicverse/nocd/data.py sha256=AbaYucpJjetEiHLLXi6FfP2_694uPMF9GFmJLiHWffc 2163
omicverse/nocd/generate.py sha256=ILHt80gOxM4qZzy-kYFQ7wkz6DSvnpn6ATtXELl71U0 1301
omicverse/nocd/sampler.py sha256=dYPp2JjUSJxIkP7bQaUrre-k-65sbJt8tUFqAOrCGR0 1681
omicverse/nocd/train.py sha256=Kwk5QtuvvmCxq-nVmBioSVtixMYsjxY2tZtZf_pW0HM 4558
omicverse/nocd/utils.py sha256=hZm3pozPZj9fO_iePD-u2N1xOYPatoduPxCXJ3WNqck 5051
omicverse/nocd/.ipynb_checkpoints/generate-checkpoint.py sha256=ILHt80gOxM4qZzy-kYFQ7wkz6DSvnpn6ATtXELl71U0 1301
omicverse/nocd/.ipynb_checkpoints/sampler-checkpoint.py sha256=dYPp2JjUSJxIkP7bQaUrre-k-65sbJt8tUFqAOrCGR0 1681
omicverse/nocd/.ipynb_checkpoints/train-checkpoint.py sha256=Kwk5QtuvvmCxq-nVmBioSVtixMYsjxY2tZtZf_pW0HM 4558
omicverse/nocd/.ipynb_checkpoints/utils-checkpoint.py sha256=hZm3pozPZj9fO_iePD-u2N1xOYPatoduPxCXJ3WNqck 5051
omicverse/nocd/metrics/__init__.py sha256=mMC9lt8YvC7jccHADMGRy02bKahwWF9LB524WlhsAic 54
omicverse/nocd/metrics/supervised.py sha256=GaAiNIKghU3Ry88i0RFpP8pBX2gGOEVLDLrqwxaIZkA 4068
omicverse/nocd/metrics/unsupervised.py sha256=R9HTG8XnvSFrdwCKll0lVGHXyo5R2HF7PjXM-PrSo_Y 3214
omicverse/nocd/metrics/.ipynb_checkpoints/supervised-checkpoint.py sha256=GaAiNIKghU3Ry88i0RFpP8pBX2gGOEVLDLrqwxaIZkA 4068
omicverse/nocd/metrics/.ipynb_checkpoints/unsupervised-checkpoint.py sha256=R9HTG8XnvSFrdwCKll0lVGHXyo5R2HF7PjXM-PrSo_Y 3214
omicverse/nocd/nn/__init__.py sha256=YfoFuTrdI4dEB5OpZwVMmyB7bLZXXfnObgSw7GXWEbo 70
omicverse/nocd/nn/decoder.py sha256=CZRQpf27s2Fmir_Mw3426yAUmYfmeIyUXJ4s3w1Aszs 4453
omicverse/nocd/nn/gcn.py sha256=ejYBUvTiCbHdYPqSlWB6JqAOLKne23MLAkXWetx08K4 3505
omicverse/nocd/nn/imrpoved_gcn.py sha256=hMzW4tHKSyck8kURfygvuiUw0bITcp9iT9Af9y7pAmQ 3610
omicverse/nocd/nn/.ipynb_checkpoints/__init__-checkpoint.py sha256=YfoFuTrdI4dEB5OpZwVMmyB7bLZXXfnObgSw7GXWEbo 70
omicverse/nocd/nn/.ipynb_checkpoints/decoder-checkpoint.py sha256=CZRQpf27s2Fmir_Mw3426yAUmYfmeIyUXJ4s3w1Aszs 4453
omicverse/nocd/nn/.ipynb_checkpoints/gcn-checkpoint.py sha256=ejYBUvTiCbHdYPqSlWB6JqAOLKne23MLAkXWetx08K4 3505
omicverse/nocd/nn/.ipynb_checkpoints/imrpoved_gcn-checkpoint.py sha256=hMzW4tHKSyck8kURfygvuiUw0bITcp9iT9Af9y7pAmQ 3610
omicverse/pl/__init__.py sha256=eY0EBmyNa7B33kVqhT-ZH7XOgWbTw_xnhJil5uMEmto 180
omicverse/pl/_bulk.py sha256=NsU-VyCaAq_xZyE8TYQvUytsJzCu772MDBXapelkaeI 10448
omicverse/pl/_cpdb.py sha256=U1oAigr_-4QKe9DRxHG7kvDxMQsPiKWgKY_SYI9rQbI 30988
omicverse/pl/_general.py sha256=7CDU4NkpA4unOVw0HlYT7-eGWHiHa3wzHu-oJViO1lI 330
omicverse/pl/_heatmap.py sha256=EWEdhKbke-x_yKXGHebue0a4uWHSzAYEpPg0UTupmi4 24275
omicverse/pl/_multi.py sha256=E4YYtbXUTSYIuPKzf-9o0aca2uIUCloANsf0iZiQIJg 7298
omicverse/pl/_palette.py sha256=lLhxBmBhTWcU8uUY5fgF7Tk6iMd4jZO1tpvImLjcYZ8 2921
omicverse/pl/_single.py sha256=xavFC3B1YqI7x-H1En7iRhorsqtIPeIw1eB0TEYKcRc 40964
omicverse/pl/_space.py sha256=odeyuUmPLX1vxAtP2PbYOhzwEbljgk4tD-p-EsEdBZA 15418
omicverse/pp/__init__.py sha256=R4Aa9xdsrEEZyKFdA3lr5J0_JczRQPakpzJJx7oOf-g 681
omicverse/pp/_preprocess.py sha256=4brqUTq61L3xE7N6VaIoxl0tQhbEVp3dY_1IDHw5HmM 37589
omicverse/pp/_qc.py sha256=EWskFciTbQnEzqwts9xQYCjzr507X0MSj9Nc6JI3MPY 25393
omicverse/pp/_sccomposite.py sha256=o9nqbOslKVG0WRTjJE3p7OQNXEfh9_OvjTyLtP1gCvU 12843
omicverse/single/.DS_Store sha256=I0CPlu1kXowSFsi8_ep4pMG3vIY2NPSL5nyBj3ibH_M 6148
omicverse/single/README.md sha256=XiX9jbol-6O_At0c2nfnxJgWbyZT-gcu7kVEzL_zUPg 8790
omicverse/single/_SCSA.py sha256=JzQHVYhG4ghEeODjQL9fYYrr0M5AFVfah40xJNJESVY 63297
omicverse/single/__init__.py sha256=tJrJAvpXivZKW25AYtzZBjsa-A6W2Rg7FUtJZzqVQoo 1468
omicverse/single/_anno.py sha256=vqdDQhDuhrP7k8Cv2dUD_q701ERiWGbYAXvHcLypJFs 28301
omicverse/single/_atac.py sha256=01lZnY-xEHNk6LUY_0NYJsQgU78t0NmX0sTavm_E9NQ 10196
omicverse/single/_aucell.py sha256=_KDX6rMwjpK6wsfkKcxgHqaNejZeCGykDKki6L-U1oM 9615
omicverse/single/_batch.py sha256=amlYhy8msCyPqcQM-OfiHoPGWfIg9hPxYYEwZ6Qa0Q0 3407
omicverse/single/_cefcon.py sha256=KcKeF4Qn7xXhkRdPuc--G4vn3v-7XEDaM64CnSDzZ50 19362
omicverse/single/_cellfategenie.py sha256=2UUaHcBBKvHJxn-gizrUm0lUQo80bXwCoeATuQ2YT7w 35818
omicverse/single/_cnmf.py sha256=LyzBpiE4r6xUWE-rzC7WQj7JrjJl8XCv4TGdv76bvQw 35
omicverse/single/_cosg.py sha256=Z-_YdxcYzeQrHneQTCCA5rrQyog2qkmyThDMCkIuv-k 21011
omicverse/single/_cpdb.py sha256=8ls5xwe9Jr-ocwPyZZIz9wKu38oTNg1g1iW6Vujd5IU 12852
omicverse/single/_cytotrace2.py sha256=95pTf66GdDKnGIshunnpPOj_I-UducwR0KKriAPIX1U 12927
omicverse/single/_gptcelltype.py sha256=C_BGHLNiWJo2M7EWxM5aQMnV4Rn9QpTYufcyu0q5KmA 3755
omicverse/single/_gptcelltype_local.py sha256=5g0Bq2Uoysd3IyowoM1if2EUtNB3AA_4rO--GRDd3t0 3755
omicverse/single/_ltnn.py sha256=jO3ymOnIjaE1I3CC42XhFzpGXvIGdeObSaZvlWPLP9I 31810
omicverse/single/_mdic3.py sha256=YQxarp3lUCE5NHuFeA5GoaYRWn2oes0q_JGWN3-UtRE 20556
omicverse/single/_metacell.py sha256=l-7bz1KLNPurW1KyheVVxudjMeLhqh-TguPzb2k4yas 6677
omicverse/single/_mofa.py sha256=qvn980FxJm67hnzLtDLBU3UofeVmWKWM9LQWk3-vBJE 38194
omicverse/single/_nocd.py sha256=1-kN83f_DxWU_yuA1eIDFGYhUwsdG4AX_VEhVcDkhW8 11678
omicverse/single/_pyslingshot.py sha256=nv8a2Gh2041EgFLz-_2zNwqr5leE93r8TSohnOANLY8 33134
omicverse/single/_scannorl.py sha256=zJnOu9tkvfZkjLhnp6BNCle-MZ0gOoK1dGDnZqQ-ck0 4588
omicverse/single/_scdrug.py sha256=flamo7DBSZFEYvusPeBN1Kgup-XMkL5XjGrwWWQk8Ww 17724
omicverse/single/_scgsea.py sha256=B9lRM0B2ZAx3xCD62bms1-G0Wn3qrZtICRCP4PMBO_Y 13641
omicverse/single/_simba.py sha256=y4cU61sSA5T9dTkyIVmyq3ruy7Mqw0-w3-Ixo7wikL0 7303
omicverse/single/_tosica.py sha256=4lqsBKC2Fi1f135d49MwNIzYn_ih9R8hPKYy5kO_QjU 18203
omicverse/single/_traj.py sha256=xiRGAMYafSx5tmCzJ0FO_UxCmJ5MWSXwqwJhKpPhU3s 5066
omicverse/single/_via.py sha256=YxQbJI8gjKU9MQFH506lNHRAO7xlCrX04AnYpsKY6O4 76688
omicverse/space/__init__.py sha256=-2syT-WkasZlf7VqUUCMRmKfjmffC06eUG89OQK5beo 223
omicverse/space/_cluster.py sha256=_HlB8_7yu0UVprm0NCjK3TJ-FGcFxkS641-gSQAIx8k 5457
omicverse/space/_integrate.py sha256=1rYHtgdPvIPmZEDckITiiTYsJq1T8LjaWGNTw8-D5B4 14680
omicverse/space/_spaceflow.py sha256=qQXEDEl2kgStDteoMV1L-NNFWm7gfy2N5olou_aSnZU 7723
omicverse/space/_spatrio.py sha256=LGIsBsloB77mh7hol7M7ZzBPpxpRCIxMLLhcurGpS9I 4198
omicverse/space/_starfysh.py sha256=qi-THvgwMa-hDCK3rhSah6eBGZOAhEWYWcRssBRg_S4 186
omicverse/space/_stt.py sha256=P29H8S0h9-s5gJ2bxocsY5TwS3Z6p6FSm3B3XnBWUL0 4528
omicverse/space/_svg.py sha256=cdVSc8K2dRrihMvzYSgIVhurcdn0i470Ha2dD4Lk-hM 1292
omicverse/space/_tangram.py sha256=mmsLfiKvJPytKzG5s18nLcN98-bx_BbpoTQW2zldMnA 4107
omicverse/utils/__init__.py sha256=Trs4WuQeFE3-G6nLtA9aPqY3l2SS9HuT-XYg5Ix5z_Q 1124
omicverse/utils/_cluster.py sha256=hmHO3kzTf72bFH8LDgVzoxUnBw2mLPhlZCQD-dEej1k 9745
omicverse/utils/_data.py sha256=Ul3hLMZA4heirzxMjGxDGeHxbUy-J26mstolfUhUMjQ 21598
omicverse/utils/_enum.py sha256=WhGJjcR4T-dxJ1m7Bu_UXOJpI3vfg4W4BcREpOwjpT0 2343
omicverse/utils/_genomics.py sha256=QcQSqBpBamMmPtd42nhKtmrhjMM9Z65HNU4mhq6hy8Q 20217
omicverse/utils/_heatmap.py sha256=3cgXTfVMnsy25bZJodHH7WChw8NTPUKx1F2SXOkGYs4 20837
omicverse/utils/_knn.py sha256=iVqQOCN8u7UrL7qx15iI53Ltuj02R5ueXdv6ecM9mvg 5370
omicverse/utils/_mde.py sha256=yJ3dh6hmHEKC9jifqOvLxSjhjx3_k1MKYq7UvRxSETI 2520
omicverse/utils/_paga.py sha256=m5kCjqNxQsFdEHpHJaRhT8cTQIq9WGnNJ0DDotzbpHc 16540
omicverse/utils/_plot.py sha256=K8KeL5Z8usN95iJUNIUWYFey99X7gmKCuQ75KCIyyKc 40127
omicverse/utils/_roe.py sha256=79dMP18acWUltUfx-IMEw7cDloE7FlJd8XgaBXeL-4c 5143
omicverse/utils/_scatterplot.py sha256=d1usJWEvhGLmgoz8to0JmQ38TSNqhPFxY86GZ5CixRg 49383
omicverse/utils/_syn.py sha256=mHAaGISWRFU2hiaY9Dc0TznXnux4_mM1AquhbzXA3TE 4169
omicverse/utils/_venn.py sha256=tzpJSvM4l0PF7mxB5WH64mixtedI8PJYaIBQe_XWBAw 5765
omicverse/via/__init__.py sha256=C2K7dL4ai2LnNkpNrijzJtqZ8aWLOpGlY_XAy9PrTpk 143
omicverse/via/core.py sha256=OUMuw-bdXxl98ZpP3iuBaf_kw4OY0s48UibQCltgUfA 195090
omicverse/via/datasets_via.py sha256=yuVOw_sb1miKxPY6m1vg0b8WvW9CgIpcl2poG43NRSc 10436
omicverse/via/examples.py sha256=cz9L_b5d9xeFVy4r2BvdDVnRw0Lsp7TUgChEb5f95Vw 160696
omicverse/via/plotting_via.py sha256=vyQ7eneB_1m0GIi8196K4_AzfYKAkK7blTzUdzamaFw 145618
omicverse/via/utils_via.py sha256=-G4tcdVQX8g_d5jEMQqf7RIyNwwZ3q-R0G_5aA84PdQ 75688
omicverse/via/windmap.py sha256=09izB4hH-hsThKx9udlKlvBxAhmvhbeFXl45sy-ghtQ 7987
omicverse/via/.idea/VIA.iml sha256=w0TW3o9qEaYr1iYR1jwYqlUBYm3KyxgnCK1PD03XvwQ 441
omicverse-1.6.6.dist-info/LICENSE sha256=IwGE9guuL-ryRPEKi6wFPI_zOhg7zDZbTYuHbSt_SAk 35823
omicverse-1.6.6.dist-info/WHEEL sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4 81
omicverse-1.6.6.dist-info/METADATA sha256=5S4one-TXPW3xXOQkzQVSeiRAnyuAkwBm31vRMBcvv0 15150
omicverse-1.6.6.dist-info/RECORD — —