update from internal repo

README.md

@@ -5,7 +5,6 @@
   <a style="margin:2px" href="https://codecov.io/gh/dream-faster/fold" ><img src="https://codecov.io/gh/dream-faster/fold/branch/main/graph/badge.svg?token=Z7I2XSF188"/></a>
   <a style="margin:2px" href="https://github.com/dream-faster/fold/actions/workflows/tests.yaml"><img alt="Tests" src="https://github.com/dream-faster/fold/actions/workflows/tests.yaml/badge.svg"/></a>
   <a style="margin:2px" href="https://discord.gg/EKJQgfuBpE"><img alt="Discord Community" src="https://img.shields.io/badge/Discord-%235865F2.svg?logo=discord&logoColor=white"></a>
-  <a style="margin:2px" href="https://calendly.com/nowcasting/consultation"><img alt="Book a call with us!" src="https://shields.io/badge/-Speak%20with%20us-orange?logo=minutemailer&logoColor=white"></a>
 </p>
 
 <!-- PROJECT LOGO -->
@@ -18,6 +17,7 @@
   <p align="center">
     Fast <b>Adaptive Time Series ML </b> Engine
     <br/>
+    <b>This is an internal project - documentation is not updated anymore and substantially differ from the current API.</b>
     <a href="https://dream-faster.github.io/fold/"><strong>Explore the docs »</strong></a>
   </p>
 </div>
@@ -81,10 +81,9 @@ pipeline = [
     OnlyPredictions(),
 ]
 splitter = ExpandingWindowSplitter(initial_train_window=0.2, step=0.2)
-scorecard, prediction, trained_pipelines = train_evaluate(pipeline, X, y, splitter)
+scorecard, prediction, trained_pipelines, _, _ = train_evaluate(pipeline, X, y, splitter)
 ```
 
-Thinking of using `fold`? We'd love to hear about your use case and help, [please book a free 30-min call with us](https://calendly.com/nowcasting/consultation)!
 
 (If you install `krisi` by running `pip install krisi` you get an extended report back, rather than a single metric.)
 
@@ -203,7 +202,6 @@ It's like classical Backtesting / Time Series Cross-Validation, plus: Inside a t
 [![Krisi](https://raw.githubusercontent.com/dream-faster/fold/main/docs/images/overview_diagrams/dream_faster_suite_krisi.svg)](https://github.com/dream-faster/krisi)
 [![Fold](https://raw.githubusercontent.com/dream-faster/fold/main/docs/images/overview_diagrams/dream_faster_suite_fold.svg)](https://github.com/dream-faster/fold)
 
-If you want to try them out, we'd love to hear about your use case and help, [please book a free 30-min call with us](https://calendly.com/nowcasting/consultation)!
 
 [Explore our Commercial License options here](https://dream-faster.github.io/fold/product/pricing)
 

pyproject.toml

@@ -1,3 +1,6 @@
+name = "fold-core"
+
+
 [build-system]
 requires = ["poetry-core>=1.5"]
 build-backend = "poetry.core.masonry.api"
@@ -36,9 +39,6 @@ iteration_utilities = ">=0.11"
 typing_extensions = ">=4.4.0"
 deepmerge = ">=1.0.0"
 
-black = {version = "~=22.12.0", optional = true}
-flake8 = {version = "~=4.0.1", optional = true}
-isort = {version = "~=5.10.1", optional = true}
 pre-commit = {version = "~=2.20.0", optional = true}
 pytest = {version = "~=7.1.2", optional = true}
 pytest-cov = {version = ">=4.0", optional = true}
@@ -59,13 +59,7 @@ ray = {version = ">=1.4", optional = true}
 p_tqdm = {version = ">=1.3", optional = true}
 statsmodels = {version = ">=0.12.1", optional = true}
 pyarrow = {version = ">=2.0", optional = true}
-sktime = {version = ">=0.16.0", optional = true}
-pmdarima = {version = ">=2.0.0", optional = true}
-statsforecast = {version = ">=1.5", optional = true}
-xgboost = {version = ">=1.4.2", optional = true}
-prophet = {version = ">=1.0.1", optional = true}
 lightgbm = {version = ">=3.2.1", optional = true}
-arch = {version = ">=5.0", optional = true}
 
 [project.urls]
 Documentation = "https://dream-faster.github.io/fold"

src/fold/base/__init__.py

@@ -1,6 +1,6 @@
 # Copyright (c) 2022 - Present Myalo UG (haftungbeschränkt) (Mark Aron Szulyovszky, Daniel Szemerey) <[email protected]>. All rights reserved. See LICENSE in root folder.
 
 from .classes import *  # noqa
-from .utils import *
+from .utils import *  # noqa
 
 feature_name_separator = "~"