|1 day ago||7 days ago|
|BSD 3-clause "New" or "Revised" License||Apache License 2.0|
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Data Science toolset summary from 2021
13 projects | dev.to | 13 Nov 2021
Scikit-learn - It is one of the most widely used frameworks for Python based Data science tasks. It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy. Link - https://scikit-learn.org/
Intel Extension for Scikit-Learn
4 projects | news.ycombinator.com | 1 Nov 2021
Currently some works is being done to improve computational primitives of scikit-learn to enhance its overhaul performances natively.
You can have a look at this exploratory PR: https://github.com/scikit-learn/scikit-learn/pull/20254
This other PR is a clear revamp of this previous one:
Scikit-Learn Version 1.0
11 projects | news.ycombinator.com | 14 Sep 2021
Just to clarify, scikit-learn 1.0 has not been released yet. The latest tag in the github repo is 1.0.rc2
Top 10 Python Libraries for Machine Learning
14 projects | dev.to | 9 Sep 2021
Website: https://scikit-learn.org/ Github Repository: https://github.com/scikit-learn/scikit-learn Developed By: SkLearn.org Primary Purpose: Predictive Data Analysis and Data Modeling
where is binary_metric function in sklearn package
1 project | reddit.com/r/learnmachinelearning | 20 Aug 2021
There is a function named binary_metric in https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/metrics/_base.py
Use Scikit-Learn and Runflow
2 projects | dev.to | 6 Jul 2021
If you're not familiar with Scikit-learn and Runflow,
Confused as to what exaclty a piece of code does
1 project | reddit.com/r/learnmachinelearning | 18 Jun 2021
well you can start at https://github.com/scikit-learn/scikit-learn/blob/main/sklearn/model_selection/_validation.py, or maybe someone will guide you later
What Makes Python Libraries So Important For Data Science Learning?
3 projects | reddit.com/r/u_Snoo36930 | 16 Jun 2021
Next comes the complexity of drawing the maximum possible number of valuable insights. Using different python libraries such as Scikit-Learn, PyTorch, Pandas, etc., complications of data analysis can be solved within a minute. And the complexity associated with visualisation gets handled by other data visualisation libraries like Matploitlib, PyTorch, etc.
Is there a way to map cluster centers back to a dataframe?
1 project | reddit.com/r/learnpython | 19 May 2021
To avoid the issue with convergence (and the discrepancy between the labels_ and cluster_centers_), you can set tol=0, though this can of course lead to issues if convergence is a problem. There was an issue about it here. Assuming it's converged, then the order is fine.
Any from scratch Hamming Loss implementations?
1 project | reddit.com/r/LearnML | 10 May 2021
The source code for the function you refer to is quite straightforward anyway. The definition of count_nonzero() is here.
YAML: It's Time to Move On
29 projects | news.ycombinator.com | 14 Nov 2021
I give you Robot, originally created at Nokia.
Back in 2006, the testing was written in HTML tables, no idea how it manage to still be around.
Possibility to do OSS and get paid
1 project | news.ycombinator.com | 2 Sep 2021
Robot Framework Foundation (https://robotframework.org/ and https://robotframework.org/foundation/) is sponsoring new development for Robot Framework community projects. So if you would like to work on OSS project and get paid, check out Robot Framework and apply at https://docs.google.com/forms/d/e/1FAIpQLSdX0k4LiHf9O2Ogw5tl...
"Requested budget *
1 project | reddit.com/r/learnpython | 25 Aug 2021
Try out Robot Framework. I believe this is a great tool that you may find useful. Witten by a former Nokia employer (I believe it was his master's thesis).
Robot Framework: generic OSS automation framework for test automation and RPA
1 project | news.ycombinator.com | 19 Apr 2021
Improve Your Robot Framework Tests With Robocop
3 projects | dev.to | 6 Apr 2021
Robocop is such a static analysis tool for Robot Framework tests. In case you need a basic overview of the capabilities of Robot Framework, you can read some previous blogs as an introduction:
Top 10 Python Libraries
14 projects | dev.to | 24 Mar 2021
Download Robot Framework or visit its GitHub repo to learn more.14 projects | dev.to | 24 Mar 2021
Robot Framework is an open-source test automation framework for process automation and the testing of hardware and software systems under development.
Opening Websites with Python!
1 project | reddit.com/r/ProgrammerTIL | 5 Mar 2021
Check out http://robotframework.org for rpa
How learn Robot framework?
1 project | reddit.com/r/learnprogramming | 16 Feb 2021
What are some alternatives?
pytest - The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
Keras - Deep Learning for humans
Surprise - A Python scikit for building and analyzing recommender systems
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
tensorflow - An Open Source Machine Learning Framework for Everyone
gensim - Topic Modelling for Humans
Behave - BDD, Python style.
Selenium Wire - Extends Selenium's Python bindings to give you the ability to inspect requests made by the browser.
hypothesis - Hypothesis is a powerful, flexible, and easy to use library for property-based testing.
Slash - The Slash testing infrastructure
TFLearn - Deep learning library featuring a higher-level API for TensorFlow.