Jack Y. Araz

Error while running ```bias_variance_decomp``` for Tensorflow-Keras Functional API

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Hi All Hope you are doing fine in these strange times. I got a problem with ```bias_variance_decomp``` while using it for ```tf.keras.models.Model```. The problem was coming from ```/mlxtend/evaluate/bias_variance_decomp.py``` L110. First...

[BUG] Hermitian operator fails during `expval` with TensorFlow

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### Expected behavior Hi, I'm trying to compute the expectation value of a Hermitian operator which works with the NumPy backend: ```python dev = qml.device("default.qubit", wires=2) @qml.qnode(dev) def circuit(K): return...

`tensorflow-metal` is not supported, errors when using tf with GPU on a mac - Some of the examples on doc does not work

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### Description Hi, I'm trying to execute some of the examples that you have on your documentation. However, it's having some device-related issues. I don't have NVIDIA GPU (it's an...

Change in importlib

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### System Settings for python version > 3.9 ### Describe the bug Importlib will crash. The `find_spec` function moved from the `util` module see [this link](https://docs.python.org/3/library/importlib.html). ### To Reproduce run...

Multiweight implementation

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**Context:** This PR implements the treatment of multiple weights originating from scale and PDF uncertainties. **Description of the Change:** Readers, cutflow and histogramming objects have been updated to accommodate more...

Provide references for PAD analyses

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### Feature details Each analysis requested through PAD should have metadata stating which code snippets and HEPData entries have been used, including the original paper. All the DOI links related...

Multiweight cutflow

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This PR implements cutflow for multiweight branch.

Jet Substructure

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# Context This branch is dedicated to implementing substructure tools to the MadAnalysis framework. # Description of the change and benefits ### Interface updates - MultiJet clustering : `madanalysis/jet_clustering/.` `jet_algorithm`:...

Delphes raises seg-fault in `substructure` branch

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### System Settings * CentOS Linux 7 (Core) * Python 3.8.13 * gcc (GCC) 8.3.1 20190311 (Red Hat 8.3.1-3) * MA5 release : 2.0.8 [ 2023/05/31 ] last commit 1c65eba...

### System Settings Ma5 version 1.10 and 2 ### Describe the bug ``` const WeightCollection *weights = (&(event.mc()->multiweights())); weights->Get(1); ``` raises an error claiming that the weight does not exist....