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Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

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bthirion
bthirion commented Dec 3, 2020

Describe the bug

In grid_to_graph, you expect the vertices to correspond to the implicit order defined by the mask. This is not always the case, due to the occurrence of isolated vertices that are dismissed in the reindexing of the vertices.

Steps/Code to Reproduce

import numpy as np
from sklearn.feature_extraction import grid_to_graph

mask = np.zeros((2, 3)).ast
incubator-superset

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

  • Updated Oct 1, 2020
  • Python
barakmich
barakmich commented Dec 11, 2020

Currently, most of the linters we run on CI are controlled by command line arguments in https://github.com/ray-project/ray/blob/master/ci/travis/format.sh

Python supports things like setup.cfg or tox.ini as a general config file for its many linters. It'd be nice to use them.

#12800 is a band-aid that fixes it, partially, for flake8 specifically, but is generally the right idea. It'd b

dash
gensim
pytorch-lightning
Borda
Borda commented Dec 8, 2020

🚀 Feature

add/fix typing in all PL codebase, this will yield in multiple PR as we prefer to split the work into smaller peace

Additional context

in #5021 we introduced a new ignore list so after it is merged, take out a single ignored item and fix typing for that part

each item + its fix = one PR

Sections

nni
wetneb
wetneb commented Nov 26, 2020

The options "Include Schema" and "Include Contents" in the SQL exporter dialog can be a bit mysterious for users.

Proposed solution

Just like concrete SQL commands are included in the UI text elsewhere in the dialog ("DROP"), we could expand these phrases to mention the corresponding SQL commands ("CREATE TABLE", "INSERT").

Alternatives considered

We could also drop the mention

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