update requirements.txt

README.md

@@ -2,6 +2,10 @@
 This repository is used for Recursion Cellular Image Classification.  
 The writeup can be found in [here](https://www.kaggle.com/c/recursion-cellular-image-classification/discussion/110337)
 
+
+Below you can find a outline of how to reproduce my solution for the <Competition Name> competition.
+If you run into any trouble with the setup/code or have any questions please contact me at <ngxbac.dt@gmail.com>
+
 The pipeline of this repository is shown as bellows
 ![Pipeline](images/pipeline.png)
 
@@ -11,6 +15,13 @@ There are 3 main parts:
 * II. Continue fintuning models with image dataset which has 1108 siRNAs. 
 * III. Continue fintuning models with image dataset and pseudo labels. 
 
+# Hardware 
+DGX Workstation: 4 x V100 (16G)
+
+# Software 
+Please check the `docker/Dockerfile`.  
+Besides, you can check `requirement.txt`
+
 
 # Getting started 
 Thing you should know about the project. 

requirements.txt

@@ -0,0 +1,97 @@
+albumentations==0.3.0
+apex==0.1
+asn1crypto==0.24.0
+backcall==0.1.0
+beautifulsoup4==4.7.1
+catalyst==19.6.5
+certifi==2019.3.9
+cffi==1.12.3
+chardet==3.0.4
+Click==7.0
+cloudpickle==1.2.2
+cnn-finetune==0.5.3
+conda==4.6.14
+conda-build==3.17.8
+crc32c==1.7
+cryptography==2.6.1
+cycler==0.10.0
+decorator==4.4.0
+filelock==3.0.10
+future==0.17.1
+glob2==0.6
+gym==0.14.0
+idna==2.8
+imageio==2.5.0
+imgaug==0.2.6
+ipython==7.5.0
+ipython-genutils==0.2.0
+jedi==0.13.3
+Jinja2==2.10.1
+joblib==0.14.0
+jsonpatch==1.24
+jsonpointer==2.0
+kiwisolver==1.1.0
+libarchive-c==2.8
+lief==0.9.0
+lz4==2.2.1
+MarkupSafe==1.1.1
+matplotlib==3.1.1
+mkl-fft==1.0.12
+mkl-random==1.0.2
+mock==3.0.5
+munch==2.3.2
+networkx==2.3
+numpy==1.17.2
+olefile==0.46
+opencv-python==4.1.1.26
+opencv-python-headless==4.1.1.26
+pandas==0.25.1
+parso==0.4.0
+pexpect==4.7.0
+pickleshare==0.7.5
+Pillow==6.0.0
+pkginfo==1.5.0.1
+plotly==4.1.1
+pretrainedmodels==0.7.4
+prompt-toolkit==2.0.9
+protobuf==3.10.0
+psutil==5.6.2
+ptyprocess==0.6.0
+pyarrow==0.14.1
+pycosat==0.6.3
+pycparser==2.19
+pyglet==1.3.2
+Pygments==2.3.1
+pymongo==3.9.0
+pyOpenSSL==19.0.0
+pyparsing==2.4.2
+PySocks==1.6.8
+python-dateutil==2.8.0
+pytz==2019.1
+PyWavelets==1.0.3
+PyYAML==5.1
+pyzmq==18.1.0
+redis==3.3.8
+requests==2.21.0
+retrying==1.3.3
+ruamel-yaml==0.15.46
+safitty==1.2.5
+scikit-image==0.15.0
+scikit-learn==0.21.3
+scipy==1.3.1
+seaborn==0.9.0
+six==1.12.0
+soupsieve==1.8
+tensorboardX==1.8
+timm==0.1.14
+torch==1.1.0
+torchfile==0.1.0
+torchnet==0.0.4
+torchvision==0.2.2
+tornado==6.0.3
+tqdm==4.31.1
+traitlets==4.3.2
+urllib3==1.24.2
+visdom==0.1.8.9
+wcwidth==0.1.7
+websocket-client==0.56.0