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| 005 | 20221023091542.0 | ||
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| 010 | _a 2020300015 | ||
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_aGBB915028 _2bnb |
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_a019221324 _2Uk |
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_a9781680506204 _qpaperback |
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_a168050620X _qpaperback |
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| 035 | _a(OCoLC)on1084376969 | ||
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| 042 | _alccopycat | ||
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_a006.3823 _223 _bFRA |
| 100 | 1 |
_aBuontempo, Frances _eauthor. _974 |
|
| 245 | 1 | 0 |
_aGenetic algorithms and machine learning for programmers : _bcreate AI models and evolve solutions / _cFrances Buontempo; edited by Tammy Coron. |
| 264 | 1 |
_aRaleigh, North Carolina : _bThe Pragmatic Bookshelf, _c[2019]. |
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| 264 | 4 | _c© 2019 The pragmatic programmers, LLC. | |
| 300 |
_aviii, 218 pages : _billustrations ; _c24 cm. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_aunmediated _bn _2rdamedia |
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| 338 |
_avolume _bnc _2rdacarrier |
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| 490 | 1 | _aThe pragmatic programmers | |
| 504 | _aIncludes bibliographical and references and index. | ||
| 505 | 0 | _aEscape! Code your way out of a paper bag -- Decide! Find the paper bag -- Boom! Create a genetic algorithm -- Swarm! Build a nature-inspired swarm -- Colonize! Discover pathways -- Diffuse! Employ a stochastic model -- Buzz! Converge on one solution -- Alive! Create artificial life -- Dream! Explore CA with GA -- Optimize! Find the best. | |
| 520 | _aSelf-driving cars, natural language recognition, and online recommendation engines are all possible thanks to machine learning. Discover machine learning algorithms using a handful of self-contained recipes. Create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, and cellular automata. Find minima and maxima, using hill climbing and simulated annealing. Try selection mathods, including tournament and roulette wheels. Learn about heuristics, fitness functions, metrics, and clusters. | ||
| 650 | 0 |
_aGenetic programming (Computer science) _975 |
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| 650 | 0 |
_aGenetic algorithms. _976 |
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| 650 | 0 |
_aMachine learning. _977 |
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| 650 | 0 |
_aArtificial intelligence. _938 |
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| 700 | 1 |
_aCoron, Tammy _eeditor. _91875 |
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| 830 | 0 |
_aPragmatic programmers. _982 |
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| 906 |
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| 942 |
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