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### Description This pull request introduces a new documentation file on **Stochastic Gradient Descent (SGD)** in the `stochastic-gradient-descent.md` file. SGD is a widely used optimization algorithm in machine learning and...

new entry
status: review 1️⃣ completed
status: under review
neural-networks

### Description - Shortened the description of Gaussian Activation Function to less than 160 characters - Made grammatical and stylistic improvements - motivation and context: I want to contribute to...

enhancement
status: review 1️⃣ completed
hacktoberfest-accepted
status: under review
ai
neural-networks

### Description ### Issue Solved Fixed Documentation and added definitions and codeblocks for comments. ### Type of Change - Adding a new entry - Editing an existing entry (fixing a...

invalid

### Description Created a MySQL concept entry for the COVAR_POP function. I requested it to complete Codecademy's Github required content. ### Issue Solved ### Type of Change - Adding a...

invalid

### Description This is an attempt to create an entry for the Activation functions in Pytorch. ### Issue Solved Closes #5231 ### Type of Change - Adding a new entry...

new entry
status: review 1️⃣ completed
status: waiting for author
pytorch

### Type of Edit (select all that apply) Add new content (definitions, codeblocks, etc.) ### Description (optional) We would like to edit the `.log()` term entry under NumPy. The entry...

enhancement
good first issue
hacktoberfest
numpy
claimed

### Description Update the c# variables concept entry, by adding new discription, commonly used types definitions and examples. ### Issue Solved #5432 ### Type of Change - Editing an existing...

enhancement
status: review 1️⃣ completed
status: waiting for author
c#
hacktoberfest-accepted

### Description Adding new entry on clustering under Python sklearn concepts. It is under docs/content/sklearn/concepts/clustering/clustering.md ### Issue Solved Closes #5114 ### Type of Change - Adding a new entry -...

new entry
status: review 1️⃣ completed
status: under review
sklearn

### Description Edited the Python Numpy append function (/content/numpy/concepts/built-in-functions/terms/linespace/linspace.md) to include a Codebyte section ### Issue Solved Closes https://github.com/Codecademy/docs/issues/5371 ### Type of Change - Editing an existing entry (fixing a...

enhancement
status: review 1️⃣ completed
numpy
hacktoberfest-accepted
status: under review

### Reason/inspiration (optional) We would like a new entry on the `bucket()` term under C++ Unordered Map. The entry should go in a new file under `docs/content/cpp/concepts/unordered-map/terms/bucket/bucket.md`. The entry should...

good first issue
c++
new entry
hacktoberfest
claimed