Remove some unneeded boilerplate

.devcontainer/Dockerfile

@@ -7,6 +7,6 @@ ENV FLIT_ROOT_INSTALL=1
 
 COPY pyproject.toml .
 RUN touch README.md \
-    && mkdir -p src/python_package \
+    && mkdir -p src/tf_tabular \
     && python -m flit install --only-deps --deps develop \
     && rm -r pyproject.toml README.md src

.devcontainer/devcontainer.json

@@ -13,13 +13,8 @@
 				"github.vscode-pull-request-github",
 				"ms-azuretools.vscode-docker",
 				"ms-python.python",
-				"ms-python.vscode-pylance",
-				"ms-python.pylint",
-				"ms-python.isort",
 				"ms-python.flake8",
 				"ms-python.black-formatter",
-				"ms-vsliveshare.vsliveshare",
-				"ryanluker.vscode-coverage-gutters",
 				"bungcip.better-toml",
 				"GitHub.copilot"
 			],
@@ -28,17 +23,11 @@
 				"black-formatter.path": [
 					"/usr/local/py-utils/bin/black"
 				],
-				"pylint.path": [
-					"/usr/local/py-utils/bin/pylint"
-				],
 				"flake8.path": [
 					"/usr/local/py-utils/bin/flake8"
-				],
-				"isort.path": [
-					"/usr/local/py-utils/bin/isort"
 				]
 			}
 		}
 	},
 	"onCreateCommand": "pre-commit install-hooks"
-}
+}

.github/dependabot.yml

@@ -1,22 +1,20 @@
 version: 2
 updates:
-- package-ecosystem: pip
-  directory: "/"
-  schedule:
-    interval: daily
-    time: "13:00"
-  open-pull-requests-limit: 10
-  reviewers:
-  - dciborow
-  allow:
-  - dependency-type: direct
-  - dependency-type: indirect
-  commit-message:
-    prefix: "fix: "
-- package-ecosystem: "github-actions"
-  directory: "/"
-  schedule:
-    interval: daily
-    time: "13:00"
-  commit-message:
-    prefix: "fix: "
+  - package-ecosystem: pip
+    directory: "/"
+    schedule:
+      interval: daily
+      time: "07:00"
+    open-pull-requests-limit: 3
+    allow:
+      - dependency-type: direct
+    commit-message:
+      prefix: "update: "
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: daily
+      time: "07:00"
+    commit-message:
+      prefix: "update: "
+    open-pull-requests-limit: 3

.pre-commit-config.yaml

@@ -17,44 +17,20 @@ repos:
       - id: requirements-txt-fixer
       - id: trailing-whitespace
 
-  - repo: https://github.com/PyCQA/isort
-    rev: 5.12.0
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    # Ruff version.
+    rev: v0.2.0
     hooks:
-      - id: isort
-        args: ["-a", "from __future__ import annotations"]
+      # Run the linter.
+      - id: ruff
+        args: [--fix]
+      # Run the formatter.
+      - id: ruff-format
 
-  - repo: https://github.com/asottile/pyupgrade
-    rev: v2.31.0
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: "v1.8.0" # Use the sha / tag you want to point at
     hooks:
-      - id: pyupgrade
-        args: [--py37-plus]
-
-  - repo: https://github.com/hadialqattan/pycln
-    rev: v1.2.5
-    hooks:
-      - id: pycln
-        args: [--config=pyproject.toml]
-        stages: [manual]
-
-  - repo: https://github.com/codespell-project/codespell
-    rev: v2.1.0
-    hooks:
-      - id: codespell
-
-  - repo: https://github.com/pre-commit/pygrep-hooks
-    rev: v1.9.0
-    hooks:
-      - id: python-check-blanket-noqa
-      - id: python-check-blanket-type-ignore
-      - id: python-no-log-warn
-      - id: python-no-eval
-      - id: python-use-type-annotations
-      - id: rst-backticks
-      - id: rst-directive-colons
-      - id: rst-inline-touching-normal
-
-  - repo: https://github.com/mgedmin/check-manifest
-    rev: "0.47"
-    hooks:
-      - id: check-manifest
-        stages: [manual]
+      - id: mypy
+        args: [--ignore-missing-imports]
+        additional_dependencies:
+          - "types-PyYAML"

LICENSE

@@ -1,6 +1,6 @@
     MIT License
 
-    Copyright (c) Microsoft Corporation.
+    Copyright (c) Xmartlabs.
 
     Permission is hereby granted, free of charge, to any person obtaining a copy
     of this software and associated documentation files (the "Software"), to deal

README.md

@@ -1,6 +1,23 @@
-# Python Project Template
+# TF Tabular
+
+### Feature Overview
+* Create input layers based on lists of columns
+* No model building or training: Build whatever you want on top
+* Support custom embeddings
+* Support attention for mixing sequence layers
+* Support multi-hot categoricals
+* Support computing vocab and normalization params?
+
+
+### Competitor analysis
+* DeepTables:
+  * This is for TensorFlow
+  * Broader scope: Includes model building and training
+* Pytorch tabular:
+  * Only Pytorch
+  * Broader scope: Includes model building and training
+  * Not focused on recommenders (no support for multi-hot and sequence columns https://github.com/manujosephv/pytorch_tabular/issues/174)
 
-This project is a template for creating Python projects that follows the Python Standards declared in PEP 621. It uses a pyproject.yaml file to configure the project and Flit to simplify the build process and publish to PyPI. Flit simplifies the build and packaging process for Python projects by eliminating the need for separate setup.py and setup.cfg files. With Flit, you can manage all relevant configurations within the pyproject.toml file, streamlining development and promoting maintainability by centralizing project metadata, dependencies, and build specifications in one place.
 
 ## Project Organization