Category: ai
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Time Series – Forecast Models
TimeSeries3_ML_livnlearnversion Imports¶ In [1]: import pandas as pd import numpy as np import matplotlib.pyplot as plt…
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CNN – Review
Other Resources:http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdfhttps://jasoncantarella.com/downloads/CNN.pdfhttps://arxiv.org/pdf/1609.04112.pdfhttps://adeshpande3.github.io/The-9-Deep-Learning-Papers-You-Need-To-Know-About.html
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Time Series – Statistical Models
TimeSeries2_statsmodelling_livnlearnversion Imports¶ In [1]: import pandas as pd import numpy as np import matplotlib.pyplot as plt…
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Time Series Split
Sources from kaggle offering an hourly energy demand data: https://www.kaggle.com/datasets/robikscube/hourly-energy-consumption provided by PJM (Pennsylvania, Jersey,…
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Prisoner’s Dilemma – Graph setup
Setup notebook for experiment Setting up the workspace – assuming:you’ve vscode (setup with python, jupyter…
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GNN – Projection
Data Synthetic data for demo. I asked ChatGPT to create user personas and generate data…
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UNET CheatSheet
Encoder-Decoder architecture Components Encoder Encoder part halves the spatial dimensions and doubles the number of…