Theano is a popular python library that is used to define, evaluate and optimize mathematical expressions involving multi-dimensional arrays in an efficient manner. We all know that Machine Learning is basically mathematics and statistics. Min_weight_fraction_leaf=0.0, presort=False, random_state=None, Min_impurity_decrease=0.0, min_impurity_split=None, Python libraries that used in Machine Learning are:ĭecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None, Today, Python is one of the most popular programming languages for this task and it has replaced many languages in the industry, one of the reason is its vast collection of libraries. But in the modern days, it is become very much easy and efficient compared to the olden days by various python libraries, frameworks, and modules. This made the process time consuming, tedious and inefficient. In the older days, people used to perform Machine Learning tasks by manually coding all the algorithms and mathematical and statistical formula. A more general definition given by Arthur Samuel is – “Machine Learning is the field of study that gives computers the ability to learn without being explicitly programmed.” They are typically used to solve various types of life problems. Machine Learning, as the name suggests, is the science of programming a computer by which they are able to learn from different kinds of data. Linear Regression (Python Implementation).Removing stop words with NLTK in Python.Learning Model Building in Scikit-learn : A Python Machine Learning Library.ML | XGBoost (eXtreme Gradient Boosting).Boosting in Machine Learning | Boosting and AdaBoost.Python | Decision Tree Regression using sklearn.Decision Tree Introduction with example.Best Python libraries for Machine Learning.
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