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Add Demo-2#2

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abhi3700 merged 30 commits intomainabhi3700/semantic-hashing-demo:mainfrom demo-2abhi3700/semantic-hashing-demo:demo-2Copy head branch name to clipboardMar 5, 2024

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Commits on Feb 23, 2024

• Minor fix

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• Change bucket to buckets

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Commits on Feb 25, 2024

• Add demo-2 step-1

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Commits on Feb 26, 2024

• Refator code

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• Add code for embeddings + LSH for each hyperplanes params

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• Changed the name

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• Update readme for preprocessing of data into embeddings

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Commits on Feb 27, 2024

• Output data file renamed, Add detection code to just read file

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• Minor changes

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• Add code + data for bucketing

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• Add code for detecting query text

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Commits on Feb 28, 2024

• Modify preprocessing with new design pattern of code

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• Update bucket to df

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• Revamp code design pattern for preprocessing, Also modify data structure

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• Revamp detection code with OOP design pattern

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Commits on Feb 29, 2024

• Optimize code

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• Optimize code with re-runs

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• Buckets hash changes when re-run with same seed

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• Buckets hash changes when re-run again with same seed

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• Update detect text code with optimized LSH class

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• Restore preprocessed_data file generation

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• Add @jeremy code for generating text

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Commits on Mar 1, 2024

• Refactor code

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• Add code for processing generated paragraphs

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• Add code for saving Hamming Distance (HD) matrix

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• Add README with clean instruction for setup, Fmt done

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• Add interactive heatmap plot (in html) for the matrices for each nbits

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• Include build inside install step itself

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Commits on Mar 4, 2024

• Add code for generating plots, Remove dataframe alongwith matrix_nbits.csv files

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Commits on Mar 5, 2024

• Cleanup

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