搜索资源列表
python
- Python编写的SVM算法，SVM算法的实现，适合直接使用，开放源代码，Supported Vector Machine。-Python code SVM algorithm，SVM algorithm realizition，easy to use，open source，Supported Vector Machine。
GA-Python
- 基于Python写的遗传算法的应用实例。对于不太善于MATLAB,而熟悉Python的人的一个参考！-Based on genetic algorithm written in Python application examples. Not good for MATLAB, and a person familiar with Python reference!
Particle-swarm-algorithm
- 用python语言实现粒子群算法，此处用来求解几道非线性式子-Particle swarm algorithm， python language， here used to solve several nonlinear equations
AStar-python
- python 实现的Astar 算法 。 -the python implementation Astar algorithm.
tic-tac-toe-python
- 基于遗传算法的井字棋不败策略搜索，找到全部独立765个状态之后的搜索-Tic Tac Toe game based on genetic algorithm search strategies unbeaten
KMeans-in-Python
- Python实现的KMeans算法，代码简单易懂，附带测试文件。-KMeans algorithm implemented by Python, with related test file.
HMM-python-master
- 用python实现了隐马尔科夫模型的概率计算和预测部分，主要是前向后向算法和维特比算法-Realized with python hidden Markov model probability calculation and prediction part is mainly forward-backward algorithm and the Viterbi algorithm
logRegres---python
- 机器学习中的逻辑回归算法，经过测试，可以使用-Logistic regression algorithm of machine learning, through the test, you can use
python-code-for-Machine-learning
- 用于机器学习的全方位python代码，包括K-近邻算法、决策树、朴素贝叶斯、Logistic 回归 、支持向量机、利用 AdaBoost 元算法提高分类性能、预测数值型数据：回归、树回归、利用 K-均值聚类算法对未标注数据分组、使用 Apriori 算法进行关联分析、使用 FP-growth 算法来高效分析频繁项集、利用 PCA 来简化数据、利用 SVD 简化数据、大数据与 MapReduce-The full range of python code for machine learning
partitioning-algorithm
- 机器学习中基于词典的情绪划分算法，里面有一个文件，包含基于词典的情绪划分算法Python实现算法。-Machine learning algorithm based on emotion partition dictionary, which has a file that contains partitioning algorithm based on emotion Python dictionary algorithm.
自适应推进算法
- 手写的adaboost算法。效率没有sklearn高，不过可以作为学习资料(Handwritten AdaBoost algorithm. The efficiency is not sklearn high, but it can be used as learning material)
KNN
- k临近算法，用于数据分类，此代码为机器学习实战的学习代码(K near algorithm, for data classification, this code for machine learning combat learning code)
Ch02
- 实现了KNN算法，非常好用，适合初学者分析算法流程(implement KNN algorithm)
search
- 用于ＣＳ１８８， ＡＩ教学,各类搜索如深度优先，广度优先和迭代加深算法的实现验证(AI project for search algorithm)
COPRA
- Finding overlapping communities in networks by label propagation论文中基于LPA的扩展算法COPRA，可以用于重叠社区的发现(COPRA, an extension algorithm based on LPA, can be used to discover overlapping communities)
29_ACO_note_35
- 基于蚁群算法tsp路径寻优，有详细说明每步的意义，做法(Based on the ant colony algorithm tsp path optimization, there is a detailed descr iption of each step of the meaning, practice)
Python-Machine-Learning-Algorithm-master
- Python-Machine-Learning-Algorithm-master的源代码(Python-Machine-Learning-Algorithm-master source code)
python
- 机器学习的一种算法————局部加权投影回归（LWPR）Python程序(An algorithm for machine learning -- the local weighted projection regression (LWPR) Python program)
5、贝叶斯python代码及数据
- 贝叶斯算法实现分类及数据集 python代码 分类算法(The classification and data set of Bias algorithm)
python
- 该代码基于Python3,利用机器学习中支持向量机回归算法（SVR）实现对数据的拟合以及预测，可以通过调试C值和gamma值达到不同的拟合程度，具有较大的实际意义，并且该代码本人亲自调式运用，适合广大学习者使用。(This code is based on Python 3. It uses support vector machine regression algorithm (SVR) in machine learning to fit and predict the data. It c