Use poetry for dependency management

.gitignore

@@ -0,0 +1 @@
+Notes.org

default.nix

@@ -0,0 +1,5 @@
+{ pkgs ? import <nixpkgs> { } }:
+
+with pkgs;
+
+poetry2nix.mkPoetryApplication { projectDir = ./.; }

pyproject.toml

@@ -0,0 +1,20 @@
+[tool.poetry]
+name = "p3"
+version = "0.1.0"
+description = ""
+authors = ["coolneng <akasroua@gmail.com>"]
+
+[tool.poetry.dependencies]
+python = "^3.8"
+scikit-learn = "^0.24.0"
+pandas = "^1.2.0"
+imbalanced-learn = "^0.7.0"
+
+[tool.poetry.dev-dependencies]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.scripts]
+competition = "processing:main"

shell.nix

@@ -1,9 +1,5 @@
-{ pkgs ? import <nixpkgs> {} }:
+{ pkgs ? import <nixpkgs> { } }:
 
 with pkgs;
 
-mkShell {
+mkShell { buildInputs = [ python38 poetry ]; }
-  buildInputs = [
-
-  ];
-}