feat(ml): neural forecast air passenger number (#12262)

hongbo-miao · Oct 31, 2023 · 9279dcf · 9279dcf
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diff --git a/.dockerignore b/.dockerignore
@@ -106,6 +106,7 @@ mobile-ios/HMMobile.xcodeproj/xcuserdata
 mobile-react-native/.expo
 mobile-react-native/coverage
 national-instruments/hm-tdms/data
+neural-forecasting/*/lightning_logs
 robot-operating-system/bags
 robot-operating-system/build
 robot-operating-system/install

diff --git a/.github/workflows/.static-type-check.yml b/.github/workflows/.static-type-check.yml
@@ -138,6 +138,7 @@ jobs:
           poetry run poe static-type-check-python -- --package=national-instruments.hm-pyvisa
           poetry run poe static-type-check-python -- --package=national-instruments.hm-tdms
           poetry run poe static-type-check-python -- --package=national-instruments.hm-ni-veristand
+          poetry run poe static-type-check-python -- --package=neural-forecasting.forecast-air-passenger-number
           poetry run poe static-type-check-python -- --package=quantum-computing
           poetry run poe static-type-check-python -- --package=reinforcement-learning.cart-pole
 

diff --git a/.gitignore b/.gitignore
@@ -106,6 +106,7 @@ mobile-ios/HMMobile.xcodeproj/xcuserdata
 mobile-react-native/.expo
 mobile-react-native/coverage
 national-instruments/hm-tdms/data
+neural-forecasting/*/lightning_logs
 robot-operating-system/bags
 robot-operating-system/build
 robot-operating-system/install

diff --git a/.markdownlint-cli2.jsonc b/.markdownlint-cli2.jsonc
@@ -115,6 +115,7 @@
     "mobile-react-native/.expo",
     "mobile-react-native/coverage",
     "national-instruments/hm-tdms/data",
+    "neural-forecasting/*/lightning_logs",
     "robot-operating-system/bags",
     "robot-operating-system/build",
     "robot-operating-system/install",

diff --git a/.prettierignore b/.prettierignore
@@ -106,6 +106,7 @@ mobile-ios/HMMobile.xcodeproj/xcuserdata
 mobile-react-native/.expo
 mobile-react-native/coverage
 national-instruments/hm-tdms/data
+neural-forecasting/*/lightning_logs
 robot-operating-system/bags
 robot-operating-system/build
 robot-operating-system/install

diff --git a/.rubocop.yml b/.rubocop.yml
@@ -110,6 +110,7 @@ AllCops:
     - 'mobile-react-native/.expo/**/*'
     - 'mobile-react-native/coverage/**/*'
     - 'national-instruments/hm-tdms/data/**/*'
+    - 'neural-forecasting/*/lightning_logs/**/*'
     - 'robot-operating-system/bags/**/*'
     - 'robot-operating-system/build/**/*'
     - 'robot-operating-system/install/**/*'

diff --git a/.ruff.toml b/.ruff.toml
@@ -108,6 +108,7 @@ exclude = [
   "mobile-react-native/.expo",
   "mobile-react-native/coverage",
   "national-instruments/hm-tdms/data",
+  "neural-forecasting/*/lightning_logs",
   "robot-operating-system/bags",
   "robot-operating-system/build",
   "robot-operating-system/install",

diff --git a/.solhintignore b/.solhintignore
@@ -106,6 +106,7 @@ mobile-ios/HMMobile.xcodeproj/xcuserdata
 mobile-react-native/.expo
 mobile-react-native/coverage
 national-instruments/hm-tdms/data
+neural-forecasting/*/lightning_logs
 robot-operating-system/bags
 robot-operating-system/build
 robot-operating-system/install

diff --git a/.sqlfluffignore b/.sqlfluffignore
@@ -106,6 +106,7 @@ mobile-ios/HMMobile.xcodeproj/xcuserdata
 mobile-react-native/.expo
 mobile-react-native/coverage
 national-instruments/hm-tdms/data
+neural-forecasting/*/lightning_logs
 robot-operating-system/bags
 robot-operating-system/build
 robot-operating-system/install

diff --git a/.stylelintignore b/.stylelintignore
@@ -106,6 +106,7 @@ mobile-ios/HMMobile.xcodeproj/xcuserdata
 mobile-react-native/.expo
 mobile-react-native/coverage
 national-instruments/hm-tdms/data
+neural-forecasting/*/lightning_logs
 robot-operating-system/bags
 robot-operating-system/build
 robot-operating-system/install

diff --git a/.yamllint.yaml b/.yamllint.yaml
@@ -111,6 +111,7 @@ ignore: |
   mobile-react-native/.expo
   mobile-react-native/coverage
   national-instruments/hm-tdms/data
+  neural-forecasting/*/lightning_logs
   robot-operating-system/bags
   robot-operating-system/build
   robot-operating-system/install

diff --git a/Makefile b/Makefile
@@ -334,6 +334,7 @@ static-type-check-python:
 	poetry run poe static-type-check-python -- --package=national-instruments.hm-pyvisa
 	poetry run poe static-type-check-python -- --package=national-instruments.hm-tdms
 	poetry run poe static-type-check-python -- --package=national-instruments.hm-ni-veristand
+	poetry run poe static-type-check-python -- --package=neural-forecasting.forecast-air-passenger-number
 	poetry run poe static-type-check-python -- --package=quantum-computing
 	poetry run poe static-type-check-python -- --package=reinforcement-learning.cart-pole
 static-type-check-terraform:

diff --git a/README.md b/README.md
@@ -277,6 +277,7 @@ make kubernetes-clean
 - **PyTorch** - Machine learning framework
   - **PyTorch Geometric** - PyTorch geometric deep learning extension
 - **LangChang** - Large language model (LLM) framework
+- **NeuralForecast** - Neural forecasting
 - **GPT4All** - Large language models
 - **OGB** - Open graph benchmark
 - **Rasa** - Machine learning framework for automated text and voice-based conversations

diff --git a/neural-forecasting/forecast-air-passenger-number/Makefile b/neural-forecasting/forecast-air-passenger-number/Makefile
@@ -0,0 +1,9 @@
+poetry-env-use:
+	poetry env use python3.11
+poetry-update-lock-file:
+	poetry lock --no-update
+poetry-install:
+	poetry install --no-root
+
+poetry-run-dev:
+	poetry run poe dev