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Source code for the X Recommendation Algorithm

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**Describe the bug** In comments throughout the codebase there are references to Jira tickets. Could potentially make it easier for someone to craft a phishing email. Examples that are referenced:...

code quality

The file RelevanceSearchUtil.scala is getting a lot of attention from the community. Let's make it easier for all to follow what matters the most by sorting the RankingParams list by...

code quality

https://github.com/twitter/the-algorithm/blob/ec83d01dcaebf369444d75ed04b3625a0a645eb9/trust_and_safety_models/toxicity/load_model.py#L19 As an example above, you could see that we are wrapping an import in a try-except block, but we only use the except for printing that the module doesn't...

code quality

**Is your feature request related to a problem? Please describe.** I'm always frustrated when I'm browsing the For **You tab** and it shows the **exact same post** from the same...

We are a team of developers interested in using The Algorithm code released by Twitter on GitHub. We appreciate the company's initiative to make the code available for research and...

Notice that EU Digital Services Act ( https://eur-lex.europa.eu/eli/reg/2022/2065/oj ) requires adherence to EU fundamental rights when making moderation decisions. Couple of important points: * Terms of service cannot violate fundamental...

**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] **Describe the solution you'd...

**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] I cannot test my...

https://github.com/twitter/the-algorithm/blob/ec83d01dcaebf369444d75ed04b3625a0a645eb9/src/java/com/twitter/search/earlybird/search/relevance/LinearScoringParams.java#L217

**Describe the bug** With the way these model classes are designed, it is highly likely that any of the major shifts in policy toward in the following will be resisted...