update

Author: xadupre

_doc/articles/2025/2025-03-01-route2025.rst

@@ -156,12 +156,17 @@ accessible depuis le package `datasets <https://huggingface.co/docs/datasets/en/
 Séance 5 (6/3)
 ==============
 
-* série temporelles
-* analyses de survie
-* DeepAR
+**séries temporelles**
+
+* :epkg:`statsmodels`, :epkg:`sktime`, :epkg:`skforecast`, :epkg:`prophet`, :epkg:`pyflux`
+* :epkg:`scikit-survival`, :epkg:`lifelines`, analyses de survie,
+  `Analyse de survie <https://sdpython.github.io/doc/mlstatpy/dev/c_ml/survival_analysis.html>`_,
+  
+* `DeepAR <https://arxiv.org/abs/1704.04110>`_
 * temps réel
 
 Evaluation
 ==========
 
 * https://defis.data.gouv.fr/
+* soutenance 11 avril 9h-13h

_doc/conf.py

@@ -237,6 +237,7 @@
     "LAESA": "https://tavianator.com/aesa/",
     "LAPACK": "http://www.netlib.org/lapack/",
     "librosa": "https://librosa.org/doc/latest/index.html",
+    "lifelines": "https://lifelines.readthedocs.io/en/latest/",
     "matplotlib": "https://matplotlib.org/",
     "Method Resolution Order": "https://www.python.org/download/releases/2.3/mro/",
     "miniconda": "https://docs.conda.io/en/latest/miniconda.html",
@@ -272,12 +273,14 @@
     "printf-style String Formatting": "https://docs.python.org/3/library/stdtypes.html#old-string-formatting",
     "programmation impérative": "https://fr.wikipedia.org/wiki/Programmation_imp%C3%A9rative",
     "programmation fonctionnelle": "https://fr.wikipedia.org/wiki/Programmation_fonctionnelle",
+    "prophet": "https://facebook.github.io/prophet/docs/installation.html",
     "protobuf": "https://protobuf.dev/",
     "pygame": "https://www.pygame.org/",
     "pyinstrument": "https://github.com/joerick/pyinstrument",
+    "pyflux": "https://pyflux.readthedocs.io/en/latest/",
+    "pylint": "https://github.com/pylint-dev/pylint",
     "pypi": "https://pypi.org/",
     "PyPi": "https://pypi.org/",
-    "pylint": "https://github.com/pylint-dev/pylint",
     "python": "https://www.python.org/",
     "Python": "https://www.python.org/",
     "QuantileLinearRegression": "https://sdpython.github.io/doc/mlinsights/dev/api/mlmodel.html#quantilelinearregression",
@@ -290,10 +293,13 @@
     "rst": "https://fr.wikipedia.org/wiki/ReStructuredText",
     "scikit-image": "https://scikit-image.org/",
     "scikit-learn": "https://scikit-learn.org/stable/index.html",
+    "scikit-survival": "https://scikit-survival.readthedocs.io/en/stable/index.html",
     "scipy": "https://scipy.org/",
     "sérialisation": "https://fr.wikipedia.org/wiki/S%C3%A9rialisation",
+    "skforecast": "https://skforecast.org/",
     "sklearn": "https://scikit-learn.org/stable/index.html",
     "sklearn-onnx": "https://onnx.ai/sklearn-onnx/",
+    "sktime": "https://www.sktime.net/en/stable/index.html",
     "skrub": "https://skrub-data.org/stable/",
     "SQLite": "https://www.sqlite.org/",
     "statsmodels": "http://www.statsmodels.org/stable/index.html",