showcase_your_work

Showcase your work using streamlit and Gradio

Streamlit:

1. How to install streamlit and Hello World!
2. Add Header, button
3. Write Dataframe to streamlit
4. slider
5. Line chart
6. multiselect and select options
7. checkbox
8. Progress bar
9. Sidebar

Gradio

What is Gradio and where to use

1. Install
2. InferFace with text, area, input, output change
3. ChatInferFace
4. Customization using block
5. Deploy porject on hugging face space
6. fix invalid credentials when doing commit to hugging face
7. Generate Access token to push to hugging face space

Pyvis

What is Pyvis and where to use

Use case: to finds links betweek the connections on social media to find out crime suspect, finding out relationship, to visualize algorithms and find out shortest path etc

1. Install
2. Create nodes and edges
3. Change size, color, shape
4. Create multiple nodes
5. Networkx and create a cyclic graph with physics and without physics
6. Add menu

Bokeh

What is Bokeh and where to use

Create beautiful graphs using Bokeh

1. Install
2. Create a line graph
3. Customize your point to circle, star, hexa etc
4. hexbin
5. Scatter
6. stack

Seaborn

What is Seaborn and where to use

1. Install
2. Create a line chart
3. Creat a pair plot
4. Create Bar chart
5. Create a stack
6. Create scatter plot

Plotly

What is Plotly and where to use

Create beautifulgraphs using plotly and dash

1. Install
2. Create a line chart
3. Creat a pair plot
4. Create Bar chart
5. Create a stack
6. Create scatter plot

Matplotlib

What is Matplotlib and where to use

Create beautifulgraphs using Matplotlib and dash

1. Install
2. Create a line chart
3. Creat a pair plot
4. Create Bar chart
5. Create a stack
6. Create scatter plot