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Week 1 project at the ml.institute programme. Building a tool to predict the upvote score of posts on the Hacker News website https://news.ycombinator.com/ using just their titles.
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117
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Updated data processing in evaluation and encoding scripts to include unique document IDs. Reset index and rename columns in evaluate.py, s05_encode_docs_to_chromadb.py, and s08_reencode_all.py - improved data handling.
db51136View on GitHubRefactor evaluation and training scripts; update README for model re-encoding instructions. Added retrieval evaluation metrics (MRR@K, nDCG@K) in evaluate.py, modified training scripts to use cosine distance in triplet loss, and adjusted data loading in reencode_all.py. Enhanced debug output in mining hard negatives and query retrieval scripts. Removed unused test.py file.
7364f1eView on GitHub