├── .gitignore ├── README.md ├── _config.yml ├── code ├── 00-other │ ├── 02-hillClimbing │ │ ├── 21-slotFilling │ │ │ └── understandEnglish.js │ │ ├── README.md │ │ ├── hillClimbingFramework │ │ │ ├── README.md │ │ │ ├── hillClimbing.js │ │ │ ├── hillClimbingArray.js │ │ │ ├── hillClimbingEquation.js │ │ │ └── hillClimbingNumber.js │ │ ├── hillClimbingSimple.js │ │ ├── simulatedAnnealing │ │ │ ├── README.md │ │ │ ├── simulatedAnnealing.js │ │ │ ├── simulatedAnnealingArray.js │ │ │ └── simulatedAnnealingNumber.js │ │ └── solution │ │ │ ├── matrix.js │ │ │ ├── solution.js │ │ │ ├── solutionArray.js │ │ │ ├── solutionEquations.js │ │ │ └── solutionNumber.js │ ├── 03-gradientDescendent │ │ └── nn0 │ │ │ ├── README.md │ │ │ ├── example │ │ │ └── 01-gradient │ │ │ │ ├── f.js │ │ │ │ ├── gradientDescendent.js │ │ │ │ └── gradientEx.js │ │ │ ├── lib │ │ │ └── pvector.js │ │ │ └── nn.js │ ├── 04-backPropagation │ │ ├── nn1 │ │ │ ├── README.md │ │ │ ├── example │ │ │ │ ├── 01-gradient │ │ │ │ │ ├── f.js │ │ │ │ │ ├── gradientEx.js │ │ │ │ │ └── optimizeEx.js │ │ │ │ └── 02-backprop │ │ │ │ │ ├── f.js │ │ │ │ │ ├── gradientEx.js │ │ │ │ │ ├── optimize.out │ │ │ │ │ └── optimizeEx.js │ │ │ ├── lib │ │ │ │ ├── fnet.js │ │ │ │ ├── function.js.bak │ │ │ │ ├── gate.js │ │ │ │ ├── grad.js │ │ │ │ ├── net.js │ │ │ │ ├── node.js │ │ │ │ ├── pvector.js │ │ │ │ └── pvector.js.bak │ │ │ └── nn.js │ │ └── svm │ │ │ └── svm.js │ ├── 05-geneticAlgorithm │ │ ├── GA.js │ │ └── README.md │ ├── 16-search │ │ ├── README.md │ │ ├── pathFinder.js │ │ ├── puzzleSearch.js │ │ ├── puzzleSearch.txt │ │ └── shipSearch.js │ ├── 17-gameSearch │ │ ├── README.md │ │ ├── gomoku.js │ │ ├── minMax.js │ │ └── monteCarloSearch.md │ ├── 19-recursiveDescendent │ │ ├── compileExp.js │ │ ├── genChinese.js │ │ ├── genEnglish.js │ │ ├── genMath.js │ │ ├── genexp1.js │ │ └── genexp2.js │ ├── datastructure │ │ ├── hashtable.js │ │ ├── queue.js │ │ └── stack.js │ └── qlearning │ │ ├── README.md │ │ ├── q-learning.js │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── example1.html │ │ ├── example1.js │ │ ├── example2.html │ │ ├── example2.js │ │ ├── example3.html │ │ ├── example3.js │ │ └── q-learning.js │ │ ├── qlearning.js │ │ ├── qwalk1d.js │ │ ├── qwalk2d.js │ │ └── rand.js ├── 01-tableLookup │ ├── README.md │ ├── combinatorial │ │ ├── Cnk.js │ │ ├── CnkR.js │ │ └── CnkRLookup.js │ ├── e2c.js │ └── fiboanacci │ │ ├── fiboanacci.js │ │ └── fiboanacci_lookup.js ├── 02-random │ ├── README.md │ ├── distribution │ │ ├── README.ext.md │ │ ├── README.md │ │ └── rexp.js │ ├── random.js │ ├── random2.js │ ├── random3.js │ ├── random3Test.js │ ├── randomTest.js │ ├── test.js │ └── uuid.js ├── 03-monteCarlo │ ├── BayesLogic │ │ ├── BayesLogic.js │ │ ├── BayesLogicNaive.js │ │ └── README.md │ ├── BayesNet │ │ ├── BayesEnumAsk.js │ │ ├── BayesNet.js │ │ ├── BayesNet.txt │ │ ├── BayesNet1.js │ │ ├── BayesRejectSampling.js │ │ ├── BayesSample.js │ │ ├── myLib.js │ │ └── prob.js │ ├── README.md │ ├── markov │ │ ├── README.md │ │ ├── gibbs.js │ │ ├── markov.js │ │ ├── markov.md │ │ ├── mcmc.js │ │ ├── mcmcGibbs.js │ │ ├── metropolis.js │ │ └── prob.js │ ├── mcmc │ │ └── README.md │ └── pi │ │ ├── README.md │ │ └── monteCarloPi.js ├── 04-iterative │ ├── README.md │ ├── em │ │ ├── em.js │ │ └── em.md │ ├── equation │ │ ├── README.md │ │ ├── bak │ │ │ ├── binarySearch.js │ │ │ ├── bruteForce.js │ │ │ ├── f1.js │ │ │ ├── f2.js │ │ │ ├── hillClimbing.js │ │ │ └── iteration.js.bak │ │ ├── iterative.js │ │ └── iterative3.js │ └── kmean │ │ ├── kmean.js │ │ └── kmeanEx.js ├── 05-dynamicProgramming │ ├── DynamicProgramming.md │ ├── README.md │ ├── combinatorial │ │ └── CnkDynamic.js │ ├── editDistance.js │ ├── hmm.md │ └── viterbi.js ├── 06-divideConquer │ ├── FFT │ │ └── FFT.js │ ├── binSearch.js │ └── mergeSort │ │ ├── mergesort.js │ │ └── sortTest.js ├── 07-hashing │ ├── digest.js │ ├── hash.js │ └── sha256.js ├── 08-bruteForce │ ├── SAT │ │ ├── bak │ │ │ ├── eval.js │ │ │ └── sat.js │ │ └── sat.js │ ├── digitalcach │ │ └── mining.js │ └── password │ │ └── passwordFind.js ├── 09-numerical │ └── calculus │ │ ├── README.md │ │ ├── diff.js │ │ ├── integral.js │ │ └── partial.js ├── 10-greedy │ ├── NaiveBayes │ │ ├── README.md │ │ ├── naiveBayesClassifier.js │ │ ├── naiveBayesProb.js │ │ └── naiveProb.js │ ├── README.md │ ├── decisionTree.js │ ├── huffmanCode │ │ ├── README.md │ │ ├── huffmanCode 拷貝 2.js │ │ ├── huffmanCode 拷貝.js │ │ └── huffmanCode.js │ ├── knn.js │ ├── knnEx.js │ └── minimalSpanningTree │ │ └── minimalSpanningTree.js ├── 11-graph │ └── graphSearch.js ├── 12-transformDomain │ └── Fourier │ │ ├── DFT.js │ │ ├── README.md │ │ └── complex.js ├── 13-stringMatching │ ├── README.md │ ├── eliza.html │ ├── gzip.js │ ├── gzip.js.gz │ ├── knuth-morris-pratt │ │ ├── README.md │ │ ├── kmp.js │ │ └── kmpTest.js │ └── minimalEditDistance │ │ ├── README.md │ │ └── levenshteinDistance.js ├── 14-cryptography │ ├── AES │ │ ├── aes.js │ │ ├── aes.md │ │ └── cipher.js │ ├── Blum │ │ ├── README.md │ │ ├── blumBlumShub.js │ │ └── blumBlumShubTest.js │ ├── GaloisField │ │ ├── GaloisField.js │ │ ├── README.ext.md │ │ └── README.md │ ├── README.md │ ├── RSA │ │ ├── README.md │ │ ├── rsa.md │ │ └── simpleRsa.js │ ├── diffieHellman │ │ ├── README.ext.md │ │ ├── README.md │ │ └── diffieHellman.js │ ├── digest.js │ ├── encrypt.md │ ├── gcd │ │ ├── README.md │ │ └── gcd.js │ ├── guid.js │ ├── hack.md │ ├── hashcash.md │ ├── home.md │ ├── methodList.js │ ├── mining.js │ └── sign │ │ ├── cert.pem │ │ ├── server.pem │ │ └── sign.js ├── 15-reduction │ └── halt │ │ ├── halt.js │ │ └── isHalt.js ├── README.md └── package-lock.json ├── docs ├── book │ ├── SUMMARY.html │ └── deepAlgorithm.html ├── html │ ├── 03-gradientDescendent.html │ ├── 04-backPropagation.html │ ├── deepAlgorithm.html │ └── deepAlgorithm2.html ├── img │ ├── AlphaBetaExample.jpg │ ├── ChineseChess.jpg │ ├── EuropeanChess.jpg │ ├── GoogleGraph2D.jpg │ ├── GoogleGraph2D2vally.jpg │ ├── GoogleGraph2DMountain.jpg │ ├── GoogleGraph3D.jpg │ ├── Gradient.jpg │ ├── Minimax.jpg │ ├── README.md │ ├── RlabIDE.png │ ├── RlabIDE_disk.png │ ├── bfs.jpg │ ├── binarySearch.png │ ├── dfs.jpg │ ├── eliza_talkto2.png │ ├── equationSet.png │ ├── gateNet.png │ ├── graphSearch.jpg │ ├── greedyCoin.png │ ├── greedyGraphSearch.png │ ├── greedyHillClimbing.png │ ├── iteration.png │ ├── linearInterpolation.png │ ├── markov2state.jpg │ ├── markov2state_balance.jpg │ ├── markov2state_gibbs (1).jpg │ ├── markov2state_gibbs.jpg │ └── markov2state_metropolis.jpg └── md.bak │ ├── 01-tableLookup.md │ ├── 02-hillClimbing.md │ ├── 03-gradientDescendent.md │ ├── 04-backPropagation.md │ ├── 05-geneticAlgorithm.md │ ├── 06-random.md │ ├── 07-monteCarlo.md │ ├── 08-transformDomain.md │ ├── 09-dynamicProgramming.md │ ├── 10-divideConquer.md │ ├── 11-hashing.md │ ├── 12-bruteForce.md │ ├── 13-numerical.md │ ├── 14-greedy.md │ ├── 15-graph.md │ ├── 16-search.md │ ├── 17-gameSearch.md │ ├── 18-iterative.md 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