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diabetic-retinopathy
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DmitriiKhizbullin commited on
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Added environment.yml

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  1. README.md +8 -1
  2. environment.yml +249 -18
README.md CHANGED
@@ -1 +1,8 @@
1
- # diabetic-retinopathy-detection
 
 
 
 
 
 
 
 
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+ # diabetic-retinopathy-detection
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+
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+ # Installataion
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+
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+ Create conda environment from YAML:
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+ ```bash
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+ mamba env create -n retinopathy_restore -f environment.yml
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+ ```
environment.yml CHANGED
@@ -1,22 +1,253 @@
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- name: diabetic-retinopathy-detection
2
-
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  channels:
4
- - pytorch
5
- - nvidia
6
  - conda-forge
7
  - defaults
8
-
9
  dependencies:
10
- - dask
11
- - gh
12
- - git
13
- - kaggle
14
- - jupyterlab
15
- - jupyterlab-nvdashboard
16
- - lightning
17
- - nbgitpuller
18
- - pytorch
19
- - pytorch-cuda=11.8
20
- - scikit-learn
21
- - torchvision
22
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: retinopathy
 
2
  channels:
3
+ - anaconda
 
4
  - conda-forge
5
  - defaults
 
6
  dependencies:
7
+ - _libgcc_mutex=0.1=main
8
+ - _openmp_mutex=5.1=1_gnu
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+ - aiofiles=22.1.0=py310h06a4308_0
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+ - asttokens=2.0.5=pyhd3eb1b0_0
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+ - attrs=23.1.0=py310h06a4308_0
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+ - babel=2.11.0=py310h06a4308_0
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+ - beautifulsoup4=4.12.2=py310h06a4308_0
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+ - bleach=4.1.0=pyhd3eb1b0_0
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+ - cffi=1.16.0=py310h5eee18b_0
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+ - comm=0.1.2=py310h06a4308_0
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+ - ipython=8.15.0=py310h06a4308_0
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+ - ipython_genutils=0.2.0=pyhd3eb1b0_1
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+ - tomli=2.0.1=py310h06a4308_0
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+ - tornado=6.3.3=py310h5eee18b_0
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+ - webencodings=0.5.1=py310h06a4308_1
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+ - wheel=0.41.2=py310h06a4308_0
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+ - xz=5.4.5=h5eee18b_0
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+ - y-py=0.5.9=py310h52d8a92_0
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+ - yaml=0.2.5=h7b6447c_0
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+ - zeromq=4.3.4=h2531618_0
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+ - zlib=1.2.13=h5eee18b_0
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+ - pip:
114
+ - absl-py==2.0.0
115
+ - aiobotocore==2.8.0
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+ - aiohttp==3.9.1
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+ - aioitertools==0.11.0
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+ - aiosignal==1.3.1
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+ - altair==5.2.0
120
+ - annotated-types==0.6.0
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+ - antlr4-python3-runtime==4.9.3
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+ - anyio==3.7.1
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+ - arrow==1.3.0
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+ - async-timeout==4.0.3
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+ - backoff==2.2.1
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+ - bitsandbytes==0.41.3
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+ - blessed==1.20.0
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+ - boto3==1.33.1
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+ - botocore==1.33.1
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+ - cachetools==5.3.2
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+ - charset-normalizer==3.3.2
133
+ - click==8.1.7
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+ - colorama==0.4.6
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+ - contourpy==1.2.0
136
+ - croniter==1.4.1
137
+ - cycler==0.12.1
138
+ - dateutils==0.6.12
139
+ - deepdiff==6.7.1
140
+ - docker==6.1.3
141
+ - docstring-parser==0.15
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+ - exceptiongroup==1.2.0
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+ - fastapi==0.104.1
144
+ - ffmpy==0.3.1
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+ - filelock==3.13.1
146
+ - fonttools==4.46.0
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+ - frozenlist==1.4.0
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+ - fsspec==2023.12.1
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+ - google-auth==2.25.1
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+ - google-auth-oauthlib==1.1.0
151
+ - gradio==4.12.0
152
+ - gradio-client==0.8.0
153
+ - grpcio==1.59.3
154
+ - h11==0.14.0
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+ - httpcore==1.0.2
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+ - httpx==0.26.0
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+ - huggingface-hub==0.19.4
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+ - hydra-core==1.3.2
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+ - idna==3.6
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+ - importlib-resources==6.1.1
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+ - inquirer==3.1.4
162
+ - itsdangerous==2.1.2
163
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+ - jsonargparse==4.27.1
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+ - kiwisolver==1.4.5
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167
+ - lightning-api-access==0.0.5
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+ - lightning-fabric==2.1.2
170
+ - lightning-utilities==0.10.0
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+ - line-profiler==4.1.2
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+ - markdown==3.5.1
173
+ - markdown-it-py==3.0.0
174
+ - markupsafe==2.1.3
175
+ - matplotlib==3.8.2
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177
+ - mpmath==1.3.0
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+ - multidict==6.0.4
179
+ - networkx==3.2.1
180
+ - numpy==1.26.2
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182
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184
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186
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188
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191
+ - nvidia-nvjitlink-cu12==12.3.101
192
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+ - oauthlib==3.2.2
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197
+ - packaging==23.2
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+ - pillow==10.1.0
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203
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204
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205
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213
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215
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229
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230
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231
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232
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233
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235
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236
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237
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238
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239
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