Wheelodex » Projects » gmmvi

gmmvi

View on PyPI — Reverse Dependencies (0)

1.1 gmmvi-1.1-py3-none-any.whl

Wheel Details

Project: gmmvi
Version: 1.1
Filename: gmmvi-1.1-py3-none-any.whl
Download: [link]
Size: 1125693
MD5: c9eea003d7fc93c87636c0271ad11e15
SHA256: 14d2a4487e2e808110aec555c03f61919f6373ca79a0af258e1fd5ae274ff07d
Uploaded: 2023-07-14 09:08:39 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: gmmvi
Version: 1.1
Summary: A library for learning Gaussian mixture models for variational inference
Author: Oleg Arenz
Author-Email: oleg[at]holistic-robotics.de
License: MIT
Keywords: variational inference,machine learning
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.7
Requires-Dist: cw2 (>=2.0.0)
Requires-Dist: matplotlib (>=3.3.4)
Requires-Dist: numpy (>=1.22.3)
Requires-Dist: PyYAML (>=6.0)
Requires-Dist: tensorflow (>=2.12.0)
Requires-Dist: tensorflow-datasets (>=4.6.0)
Requires-Dist: tensorflow-probability (>=0.12.1)
Requires-Dist: wandb (>=0.12.9)
Requires-Dist: mergedeep
Requires-Dist: plotly (>=5.11)
Requires-Dist: sphinx (==5.3.0); extra == "doc"
Requires-Dist: sphinx-rtd-theme (==0.2.5b2); extra == "doc"
Requires-Dist: sphinxcontrib-bibtex (>=2.5.0); extra == "doc"
Provides-Extra: doc
Description-Content-Type: text/x-rst
License-File: LICENSE
[Description omitted; length: 264 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.40.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/gmmvi_runner.py sha256=abS4tV8Jiup_4QvNjSe97Dym8c18jwuETkgSScg6U8w 8467
gmmvi/configs/__init__.py sha256=Mh11f7rg4rmhy5FaNRUSH4OixTJO7WHVPOdmskKm-7I 2877
gmmvi/configs/experiment_configs/breast_cancer.yml sha256=KoH5ssROg8Zp_X-h4yfYwNVL52vdE7qBb2qe9_3lG30 468
gmmvi/configs/experiment_configs/breast_cancer_mb.yml sha256=r174c22w1BwkyrlVgN4hk0c8_6qh_ifBw7VgujTcS_k 543
gmmvi/configs/experiment_configs/german_credit.yml sha256=MgWE4Ox62MZB_mHngvMLOh_rt9Z-JnDQNyqRV8cJt4U 501
gmmvi/configs/experiment_configs/german_credit_mb.yml sha256=1xOuedGYecJOfX2_FnRpUZBnCs6XqVLfDTjpQCPuP3c 576
gmmvi/configs/experiment_configs/gmm100.yml sha256=5aS61GlwjDGS-W4czwettrertSVBEgNjBP9G-y1u9dA 364
gmmvi/configs/experiment_configs/gmm20.yml sha256=6O_cfkTnGTZkejf1nuw6LhpM7vy2xsnvIPH2Njs97tA 358
gmmvi/configs/experiment_configs/planar_robot_4.yml sha256=CY0RJfc3i7oTKt9f3VvvvWFsEkha7VomhikZyxROC4g 604
gmmvi/configs/experiment_configs/stm20.yml sha256=sdheCiERsF5vesI0b5gRqlSn1Xus7mquUkfRL00w0XI 412
gmmvi/configs/experiment_configs/stm300.yml sha256=FkA3DvFThv66vsB5ZPKAlQpOkIm1nJMl7SDns-nHSbo 407
gmmvi/configs/experiment_configs/talos.yml sha256=R3TvmIVBMClU-m_j85f_XN7T_aIuifnyFvxoqCJPwxI 364
gmmvi/configs/experiment_configs/wine.yml sha256=eAOtiPreNSbRGYHomYQLNg0CnHJpQWr6hvPJ15Se-Vo 391
gmmvi/configs/module_configs/component_adaptation/adaptive.yml sha256=d_5oK8H5dLofAgTo1P99HaGocwHogEcB1FxIel5R3Es 295
gmmvi/configs/module_configs/component_adaptation/fixed.yml sha256=t9QtIY7agQZNPQ2mCPlNQzzoYyEXeiHKTNhjmOW6d9A 69
gmmvi/configs/module_configs/component_stepsize_adaptation/decaying.yml sha256=06adnfJTtXv8DpxQLHatGv0g3LGJMYirol-hlhaEjic 129
gmmvi/configs/module_configs/component_stepsize_adaptation/fixed.yml sha256=cXxc__sFjd5mFztCfN2m0xh7LAuX2wCMyAof6KigxO8 103
gmmvi/configs/module_configs/component_stepsize_adaptation/improvement-based.yml sha256=HHm-_hu_d2T44_s3Y3OsKWRkhz_Soz5dn8akoyUanz0 209
gmmvi/configs/module_configs/ng_based_component_updater/direct.yml sha256=1OkjH6xyFwvZDNwNNB13h7B9YtrxszyspFoc1q9czNM 61
gmmvi/configs/module_configs/ng_based_component_updater/iBLR.yml sha256=W682PsHT_WxELZXYdfTGcB7RxytQG11WzYeCQdiwAu8 60
gmmvi/configs/module_configs/ng_based_component_updater/trust-region.yml sha256=wQA8ETLJCLj2GO_3q482AtYGPcbfeclCFHAUi_3iR8M 68
gmmvi/configs/module_configs/ng_estimator/MORE.yml sha256=_C8dFNmgZ40-Vb2p71wBPQx7mX9XVL02CsFbZ6pVFug 165
gmmvi/configs/module_configs/ng_estimator/Stein.yml sha256=aTXkoa3zreugLr3Sll1TVtwVrF3XdGvaqWHIh_MfFw0 124
gmmvi/configs/module_configs/sample_selector/component-based.yml sha256=-lDAxj64muWIBoFDFmWXOWp8U9hJyrgEptIFkJ_DAbI 139
gmmvi/configs/module_configs/sample_selector/mixture-based.yml sha256=WyeRiVQ4hTigZeMwaZh2HC_4PegYLfH1MiO7AgMbN9o 137
gmmvi/configs/module_configs/weight_stepsize_adaptation/decaying.yml sha256=FpzIbY-9-UjXvVd4FRuo9GfGk60G_9WkXncH31-WvSo 125
gmmvi/configs/module_configs/weight_stepsize_adaptation/fixed.yml sha256=zmvV1202zbvjjIJQzS1hqHD0ln-ktTEJ-jrywaBf0vk 95
gmmvi/configs/module_configs/weight_stepsize_adaptation/improvement-based.yml sha256=ORDv8aNNIfY01W2ZCZufP-SItRCvAUCTJM7VkE_gTM4 206
gmmvi/configs/module_configs/weight_updater/direct.yml sha256=grWHsuZYIiMynaFNHDkXxVj3FkAWk23jhJ8Hh2rBfMg 102
gmmvi/configs/module_configs/weight_updater/trust-region.yml sha256=DBlxFJ9nd453ooclO_5bzIWCxwRjIC7LUcXEAwt1bEs 108
gmmvi/experiments/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/experiments/setup_experiment.py sha256=Vl7GIfD5skI_tUcWDPG9Fcgcn2amXNxLwvjEEseIrFo 7031
gmmvi/experiments/evaluation/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/experiments/evaluation/mmd.py sha256=UV61LU5qR343Ju0A1hNKaATgNI9DrtLijJh1Ol0GXbs 3456
gmmvi/experiments/evaluation/visualize_planar_robot.py sha256=IRWOnPO0s0pXANOCgSneFHWqlmIlBkl3Cc7kvnhJX9A 6349
gmmvi/experiments/target_distributions/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/experiments/target_distributions/bnn.py sha256=r0poOWQKpxaRYCghtYQ5sJoEkfqSuFM2NWdulcue420 21433
gmmvi/experiments/target_distributions/diag_gmm.py sha256=ffWwdYCkWkfGpisjNijnPIrce0sZ_V7GwFtb8No93cU 1555
gmmvi/experiments/target_distributions/gmm.py sha256=zWgrX3HRceYCH-hV0WPSPMvRiOQd6qw-lARHmHZ2FmU 9140
gmmvi/experiments/target_distributions/lnpdf.py sha256=OziP8DPgc-ypUXZTJtnGN20GxcXx3GLplGhSHYTddwE 5352
gmmvi/experiments/target_distributions/logistic_regression.py sha256=QbPlwt5kxpdlDywvaYZdvHQYjflW2bJKokpX2MEYIYQ 8194
gmmvi/experiments/target_distributions/planar_robot.py sha256=y-bNxkZfD_ZXvDzPxgaebMxyLJVUmXcbq0vJKbaaYW4 6264
gmmvi/experiments/target_distributions/student_t_mixture.py sha256=gSjN6tg5NZl7cBcobHkfULceKo8PNVGkdqL6WkpogBg 9383
gmmvi/experiments/target_distributions/talos_ik.py sha256=V52BlRtphWYgKywjY1aTTdismQ2943p2xwJwygzq-24 9161
gmmvi/experiments/target_distributions/datasets/breast_cancer.data sha256=S6RuBIOjpBBvHb2DuKFtyFKJ2ll9PUpK4D3gd2OnwHs 124103
gmmvi/experiments/target_distributions/datasets/german.data-numeric sha256=J1KwRDlJWKtt0ZOgtWyg8LOi2Lx8uMAI41pehLvsAvg 102000
gmmvi/experiments/target_distributions/datasets/talos_reduced.urdf sha256=sFyZRbpjcx61PPDQ4GqhwkQ9l2oH2A6Dm-dh48G_dAk 109543
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_0.npz sha256=KQkGjzfv9HOCcXg96V6qhUZvUGBy7eOHxjNxP8_pbvE 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_1.npz sha256=MrpEG-Fzk0ZThJH-QPf5AvjDimzJZd7ogUAfVa1Tg50 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_2.npz sha256=zZvNNXzHJNuiHcmDSItE2a3nOr3ST4A2ZKLdC2e75-w 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_3.npz sha256=oC7Kr7Epp6ms0_M5Xc5lnR4I-vQXDQCTncMIET2PB_w 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_4.npz sha256=X250htshBmWGLEIVHR1KbiepZJW5YZ0KWCwgljMN4MM 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_5.npz sha256=EdGKZ06dzsFRYHH3y7w3_dNaLvD94m0Qoc1-2d_f6bw 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_6.npz sha256=ywjKOJX7ambDgGzZHialpVY-qW3PXCrysEJXSr60eLM 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_7.npz sha256=ZOSlEUN_p0dkUQG5Sk5RGH7Gw4gg0pO93-1eg00soMA 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_8.npz sha256=GCrc5_TiJnzkBDlT1yjbIRopRI-IZFgmNcoFdMKfdGI 236666
gmmvi/experiments/target_distributions/datasets/wine/wine_seed_9.npz sha256=8cJ5nJuu2NF6t13C5xL85eE19OlKqx17H5_zpT529Vk 236666
gmmvi/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/models/diagonal_gmm.py sha256=C3Z5Ucng6gtF-Sa2hMjpbNh9uUxhtMo7zitJU5bgKdg 2970
gmmvi/models/full_cov_gmm.py sha256=FaQj-SRBXGMb_AVeD1nxSgBgENuam0qp3dF96Jf_vlc 3758
gmmvi/models/gmm.py sha256=ZvqCDE0ivCjsvTQND1OP-KO726U-4R22j1W4aRdr1WM 18140
gmmvi/models/gmm_wrapper.py sha256=QhMShXK91BNcaDq8Wl0NfMiMBWiV-FycECe8RTtdaUQ 10520
gmmvi/optimization/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/optimization/gmmvi.py sha256=kjLYbz1rzJBtJcRmQFVI0MrY40KqoRf1i1CpXytlYZ4 10285
gmmvi/optimization/least_squares.py sha256=-1MO1W8hNlJop4gNbycqilnFu0_bscp8ipFG8wotH-U 6905
gmmvi/optimization/sample_db.py sha256=MNZuixeL9KV3tRhuUHjg3Opm0qgX0Y2xToeBoV3haXQ 11095
gmmvi/optimization/gmmvi_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
gmmvi/optimization/gmmvi_modules/component_adaptation.py sha256=DHQfacLxIQMm9wyBKEa-cqWJ0kreIPob17CHlvj6U08 15715
gmmvi/optimization/gmmvi_modules/component_stepsize_adaptation.py sha256=C97MkhE6BaaqbWZZ1-4bvZtsO3S11VYBOGY5r1aGNmw 8375
gmmvi/optimization/gmmvi_modules/ng_based_component_updater.py sha256=BIkBVMw_yRPeuUsLe9QlgV9-9b71SA1aI8sDSIb5NMw 25916
gmmvi/optimization/gmmvi_modules/ng_estimator.py sha256=YjMEC1XyymgZIy1RWEwATrXoAvkRsi0k5LHQ-vkakO8 22201
gmmvi/optimization/gmmvi_modules/sample_selector.py sha256=cgQPar9ZFBlvv-pcNxYvJWPkeyjI00s1KOGyYyr_FkQ 17985
gmmvi/optimization/gmmvi_modules/weight_stepsize_adaptation.py sha256=Fad67tZcmFvNI6iWERA7-atg-Z3-gj5HeOpBx9Jb_mQ 6578
gmmvi/optimization/gmmvi_modules/weight_updater.py sha256=9gURc2od06Baz3QS8awCWiOaWCRd0RZ13ZcNXnEW0nM 14301
gmmvi-1.1.dist-info/LICENSE sha256=q-mu4xwfr-IJZhNHO9E0qBPloKP9XXmTeRUu3_CRzAY 1049
gmmvi-1.1.dist-info/METADATA sha256=GLD3MnD1x2dfNaaBxSxrGJnlT7u8vJvBrbXdO0L2WnI 1184
gmmvi-1.1.dist-info/WHEEL sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18 92
gmmvi-1.1.dist-info/top_level.txt sha256=L0ilM1IdaKgDiDddaysUlCngDj6IVu4uGDS07DfQkrc 15
gmmvi-1.1.dist-info/RECORD — —

top_level.txt

__init__
gmmvi