Fri Jan 24 13:42:00 CST 2025 inscode

.inscode

-run = "pip install -r requirements.txt;python main.py"
-language = "python"
-
-[packager]
-AUTO_PIP = true
-
-[env]
-VIRTUAL_ENV = "/root/${PROJECT_DIR}/venv"
-PATH = "${VIRTUAL_ENV}/bin:${PATH}"
-PYTHONPATH = "$PYTHONHOME/lib/python3.10:${VIRTUAL_ENV}/lib/python3.10/site-packages"
-REPLIT_POETRY_PYPI_REPOSITORY = "http://mirrors.csdn.net.cn/repository/csdn-pypi-mirrors/simple"
-MPLBACKEND = "TkAgg"
-POETRY_CACHE_DIR = "/root/${PROJECT_DIR}/.cache/pypoetry"
-
-[debugger]
-program = "main.py"

inscode.nix

-{ pkgs }: {
-  deps = [
-    pkgs.python310Packages.pip
-    pkgs.python310Full
-  ];
-}
\ No newline at end of file

main.py

-print('欢迎来到 InsCode')
\ No newline at end of file

neural_polar_decoder-main/.gitignore

+*.png
+*.pt
+__pycache__/

neural_polar_decoder-main/README.md

+# CRISP: Curriculum based Sequential neural decoders for Polar code family
+
+This repository contains code used to run experiments in the above paper. 
+
+## For running the CRISP model 
+
+The bash files `run_crisp.sh` trains using the best curricula and GRUs. By default we use the hyperparameters that gave us decent performance for a reasonable training time. They may be changed inside the file. 
+
+## For running alternate models 
+
+The bash files `run_alt.sh` trains using the best curricula and CNNs. Other models can be trained by changing the `--model` option (can choose between `conv`(CNNs), `gpt`(GPT), `encoder`(BERT)). By default we use the hyperparameters that gave us decent performance for a reasonable training time. They may be changed inside the file. The curriculum can be changed with `--curriculum` option (choose between `l2r`, `r2l`, `c2n` and `n2c`).
+
+## Python requirements
+
+The required Python packages can be installed by using:
+```
+pip install -r requirements.txt
+```

neural_polar_decoder-main/requirements.txt

+#
+# This file is autogenerated by pip-compile
+# To update, run:
+#
+#    pip-compile requirements.in
+#
+argparse==1.4.0
+    # via -r requirements.in
+cycler==0.11.0
+    # via matplotlib
+fonttools==4.34.4
+    # via matplotlib
+kiwisolver==1.4.4
+    # via matplotlib
+matplotlib==3.5.2
+    # via -r requirements.in
+numpy==1.21.6
+    # via
+    #   -r requirements.in
+    #   matplotlib
+packaging==21.3
+    # via matplotlib
+pillow==9.2.0
+    # via matplotlib
+pyparsing==3.0.9
+    # via
+    #   matplotlib
+    #   packaging
+python-dateutil==2.8.2
+    # via matplotlib
+six==1.16.0
+    # via python-dateutil
+torch==1.12.0
+    # via -r requirements.in
+tqdm==4.64.0
+    # via -r requirements.in
+typing-extensions==4.3.0
+    # via
+    #   kiwisolver
+    #   torch