git-siddhesh / ML_algo_visualizer

Streamlit/ HuggingFace visualizer for Machin learning/Deep Learning algorithms

ML_algo_visualizer

Streamlit/ HuggingFace visualizer for Machine learning/Deep Learning algorithms

CNN - (Convolution Neural Network Filter Visualizer)

• Using this visualizer, you can compare the input image with the convolve output image.
• Upload your image
• Select the kernel from a pre-existing list
• or write your kernel of nxn size
• Compare the results between both the processed and unprocessed images.

Link to the code: Github

Link to the visualizer: Streamlit

KNN - Visualize the k-nearest neighbour data point

Defining the dataset size and k value, we can visualize the colour-coded map of the k-nearest neighbour.

• Select the number of classes
• Select the number of data points
• Select the value of K
• Select a range for bias-variance tradeoff

Link to the code: Github

Link to the visualizer: Streamlit