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GitHub / yifanzhang-pro / Kernel-InfoNCE
Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yifanzhang-pro%2FKernel-InfoNCE
Stars: 11
Forks: 0
Open Issues: 0
License: None
Language: Python
Repo Size: 30.3 KB
Dependencies:
102
Created: about 1 year ago
Updated: about 2 months ago
Last pushed: 3 months ago
Last synced: about 1 month ago
Topics: contrastive-learning, foundation-models, pretraining, self-supervised-learning
Files
Dependencies
- absl-py ==1.4.0
- aiohttp ==3.8.3
- aiohttp-cors ==0.7.0
- aiorwlock ==1.3.0
- aiosignal ==1.3.1
- anyio ==3.6.2
- async-timeout ==4.0.2
- attrs ==22.2.0
- blessed ==1.19.1
- byol-pytorch ==0.6.0
- cachetools ==5.2.1
- charset-normalizer ==2.1.1
- click ==8.1.3
- colorful ==0.5.5
- contourpy ==1.0.7
- cycler ==0.11.0
- distlib ==0.3.6
- fastapi ==0.89.1
- filelock ==3.9.0
- fonttools ==4.38.0
- frozenlist ==1.3.3
- fsspec ==2022.11.0
- google-api-core ==2.11.0
- google-auth ==2.16.0
- google-auth-oauthlib ==0.4.6
- googleapis-common-protos ==1.58.0
- gpustat ==1.0.0
- grpcio ==1.51.1
- h11 ==0.14.0
- idna ==3.4
- importlib-metadata ==6.0.0
- importlib-resources ==5.10.2
- joblib ==1.2.0
- jsonschema ==4.17.3
- kiwisolver ==1.4.4
- lightning-bolts ==0.6.0.post1
- lightning-utilities ==0.5.0
- markdown ==3.4.1
- markupsafe ==2.1.1
- matplotlib ==3.6.3
- msgpack ==1.0.4
- multidict ==6.0.4
- numpy ==1.24.1
- nvidia-cublas-cu11 ==11.10.3.66
- nvidia-cuda-nvrtc-cu11 ==11.7.99
- nvidia-cuda-runtime-cu11 ==11.7.99
- nvidia-cudnn-cu11 ==8.5.0.96
- nvidia-ml-py ==11.495.46
- oauthlib ==3.2.2
- opencensus ==0.11.0
- opencensus-context ==0.1.3
- packaging ==23.0
- pandas ==1.5.2
- pathtools ==0.1.2
- pillow ==9.4.0
- pkgutil-resolve-name ==1.3.10
- platformdirs ==2.6.2
- prometheus-client ==0.13.1
- protobuf ==3.19.6
- psutil ==5.9.4
- py-spy ==0.3.14
- pyarrow ==7.0.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pydantic ==1.10.4
- pyparsing ==3.0.9
- pyrsistent ==0.19.3
- python-dateutil ==2.8.2
- pytorch-lightning ==1.8.6
- pytz ==2022.7.1
- pyyaml ==6.0
- ray ==2.2.0
- requests ==2.28.2
- requests-oauthlib ==1.3.1
- rsa ==4.9
- scikit-learn ==1.2.2
- scipy ==1.10.1
- six ==1.16.0
- sklearn ==0.0.post5
- smart-open ==6.3.0
- sniffio ==1.3.0
- starlette ==0.22.0
- tabulate ==0.9.0
- tensorboard ==2.11.2
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorboardx ==2.5.1
- thop ==0.1.1
- threadpoolctl ==3.1.0
- torch ==1.12.1
- torchaudio ==0.12.1
- torchmetrics ==0.10.3
- torchvision ==0.13.1
- tqdm ==4.64.1
- typing-extensions ==4.4.0
- urllib3 ==1.26.14
- uvicorn ==0.20.0
- virtualenv ==20.17.1
- wcwidth ==0.2.6
- werkzeug ==2.2.2
- yarl ==1.8.2
- zipp ==3.11.0