TB_ML

An attempt at writing a machine learning library in C, using tb_db as the data input layer. tb_db

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References

• Computerphile – Random Numbers (YouTube)
• PCG Random – O'Neill (pcg-random.org)
• Pattern Recognition and Machine Learning – Bishop (PDF)
• Mean Squared Error – Wikipedia
• Lineaire Benadering – Wikipedia (NL)
• Partial Differential Equations – Wikipedia
• Lineair Regression

• [ChatGPT] used for navigating unfamiliar topics and finding relevant material
• [Claude] used for mathematical implementations because I suck

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Dependencies

• tb_db — custom CSV query engine / database layer

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Status

Work in progress.

OUTPUT

[2038] header_index=17, row_index=100, payload=0xfffe9924e087
[2039] header_index=18, row_index=99, payload=0xfffe9924de07
[2040] header_index=19, row_index=98, payload=0xfffe9924db87
[2041] header_index=17, row_index=101, payload=0xfffe9924e327
[2042] header_index=18, row_index=100, payload=0xfffe9924e0a7
[2043] header_index=19, row_index=99, payload=0xfffe9924de27
[2044] header_index=18, row_index=101, payload=0xfffe9924e347
[2045] header_index=19, row_index=100, payload=0xfffe9924e0c7
[2046] header_index=19, row_index=101, payload=0xfffe9924e367
trained value :: 1.062144
Prediction for new house: 2202.942871

ISSUES

children null. rows are wrong. prediction isnt taking enough parameters