.
IN-V-BAT-AI solution to forgetting! No coding. No website hosting.
Remember on demand is now possible!
|
import pandas as pd import numpy as np import seaborn as sns import matplotlib.pyplot as plt # comment : I want to catalog warning pattern using standard deviation of line voltage before an apparatus failure # comment : Use average monthly standard deviation sns.set(style="ticks") # Create a dataset with many short random walks (warning) rs = np.random.RandomState(4) pos = rs.randint(-1, 2, (20, 12)).cumsum(axis=1) pos -= pos[:, 0, np.newaxis] step = np.tile(range(12), 20) walk = np.repeat(range(20), 12) df = pd.DataFrame(np.c_[pos.flat, step, walk], columns=["S_D", "Days", "Warning"]) # Initialize a grid of plots with an Axes for each walk (warning) grid = sns.FacetGrid(df, col="Warning", hue="Warning", palette="tab20c", col_wrap=4, height=2.5) # Draw a horizontal line to show the starting point (days elapsed) grid.map(plt.axhline, y=0, ls=":", c=".5") # Draw a line plot to show the trajectory of each random walk (warning) # step relabel as Days and postion relabel as S_D, Standard_Deviation and walk relabel as Warning grid.map(plt.plot, "Days", "S_D", marker="o") # Adjust the tick positions and labels grid.set(xticks=np.arange(14), yticks=[-3, 3], xlim=(-.5, 12.5), ylim=(-5.5, 5.5)) # Adjust the arrangement of the plots grid.fig.tight_layout(w_pad=2)
|
.
.
The IN-V-BAT-AI solution can be a valuable tool in classrooms, enhancing both teaching and learning experience. Here are some ways it can be utilized:
⋆ Personalized Learning : By storing and retrieving knowledge in the cloud, students can access tailored resources and revisit
concepts they struggle with, ensuring a more individualized learning journey.
⋆ Memory Support : The tool helps students recall information even when stress or distractions hinder their memory, making it
easier to retain and apply knowledge during homework assignments or projects.
⋆ Bridging Learning Gaps : It addresses learning loss by providing consistent access to educational materials, ensuring that
students who miss lessons can catch up effectively.
⋆ Teacher Assistance : Educators can use the tool to provide targeted interventions to support learning.
⋆ Stress Reduction : By alleviating the pressure of memorization, students can focus on understanding and applying concepts,
fostering a deeper engagement with the material.
.
.
.
| Year | Top 10 countries | Pages visited |
| 2023 | 1. USA 2. Great Britain 3. Germany 4. Canada 5. Iran 6. Netherlands 7. India 8. China 9. Australia 10. Philippines | 127,256 Pages / 27,541 Visitors |
| 2024 | 1. USA 2. China 3. Canada 4. Poland 5. India 6. Philippines 7. Great Britain 8. Australia 9. Indonesia 10. Russia | 164,130 Pages / 40,724 Visitors |
| Daily Site Visitor Ranking 7/20/2025 | 1. USA 2. India 3. Canada 4. Latvia 5. Iran 6. Russia 7. Lithuania 8. Poland 9. Brazil 10. Chile | Year to Date 109,746 Pages / 33,577 Visitors |