Archives for Developers Corner - Page 5
Sonnet creates high-level networks that are easier to train and test with multiple applications.
The post What is special in Deepmind’s Sonnet library for constructing neural nets? appeared first on Analytics India Magazine.
Honey bees' foraging behaviour inspired the development of artificial bee colony.
The post Artificial bee colony and its applications to optimization problems appeared first on Analytics India Magazine.
There are a few approaches that can be used to reduce the training time time of neural networks.
The post 7 tricks to speed up the training of a neural network appeared first on Analytics India Magazine.
The high accuracy of classification model could be misleading.
The post Why the high accuracy in classification is not always correct? appeared first on Analytics India Magazine.
Through this post we will discuss about overfitting and methods to use to prevent the overfitting of a neural network.
The post 5 methods that will not let your neural network model overfit appeared first on Analytics India Magazine.
Simulated annealing is an uninformed search technique to optimise the global minima of a function.
The post How to use simulated annealing to approximate a function? appeared first on Analytics India Magazine.
Detecting outliers in the categorical data is something about the comparison between the percentage of availability of data for all the categories.
The post How to detect and treat outliers in categorical data? appeared first on Analytics India Magazine.
Deploying dashboards made easier and faster by Streamlit.
The post Build and deploy your first real-time dashboard with Streamlit appeared first on Analytics India Magazine.
ARIMA is the most popular model used for time series analysis and forecasting. Despite being so popular among the community, it has certain limitations as well.
The post 5 conditions when the ARIMA model should be avoided appeared first on Analytics India Magazine.
Chi-Square test is used to know dependency and to examine fitness of categorical variables.
The post How to use the Chi-Square Test for two categorical variables? appeared first on Analytics India Magazine.