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ppca
- Probabilistic Principal Components Analysis. [VAR, U, LAMBDA] = PPCA(X, PPCA_DIM) computes the principal ％ component subspace U of dimension PPCA_DIM using a centred covariance matrix X. The variable VAR contains the off-subspace variance (which
bigram
- This the main function for the bigram demonstration. It parses the options from the command line, initializes the bigramArray, parses the corpus file and then emits a random (probabilistic) sentence.-This is the main function for the bigram demon
CYK.tar
- CYK算法与概率CYK算法的实现。 涉及到了形式语言中的内容-CYK algorithm and probabilistic CYK algorithm. Related to the contents of the form of language
SimulatedAnnealing
- Simmulated annealing is a generic probabilistic metaheuristic for the global optimization problem of applied mathematics, namely locating a good approximation to the global optimum of a given function in a large search space.
Frequency-picture-of-throwing-a-coin
- 问题的提出：编程模拟抛硬币所得正面的频率图。假设每次抛10次为一事件，记录每次得到正面的次数，共抛掷100000次，计算得到正面次数的概率发布，并绘图输出结果。 思路：数值概率算法常用于数值问题的求解，此类算法所得的往往是近似解，且近似解的精度随计算时间的增加而不断提高，得到一定精度近似解就可以满足问题要求。-Of the problem: a coin flip from positive programming analog frequency map. Assuming throw 1
trackerCod
- Probabilistic Data Association Filter
top-ten-algorithms-of-mathematical
- 自己在各个论坛上搜集的十大算法，Dijkstra算法，Floyd算法，动态规划，分治算法，概率算法，灰色预测，聚类算法，蒙特卡洛，模拟退火算法，神经网络等等，附有算法的原理，部分含有相关的程序源代码。-In various forums to collect the ten algorithms, Dijkstra algorithm, the Floyd algorithm, dynamic programming, divide and conquer algorithms, probabi
em
- 在统计计算中，最大期望（EM）算法是在概率（probabilistic）模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量（Latent Variable）。最大期望经常用在机器学习和计算机视觉的数据聚类（Data Clustering）领域。 -In the statistical calculations, the maximum expected (EM) algorithm parameter maximum likelihood estimate
pai
- 用概率算法求π的值，并分析结果，给出结论-Find the value of pai probabilistic algorithms
MC
- Code MATLAB for Optimal battery energy storage system charge scheduling with Probabilistic programming with integration of PHEV in a smart grid environment