karpathy/micrograd
Read engine.py (~100 lines); run demo.ipynb in Colab; then close it and rewrite from memory on Saturday
In: LABLOOP-W08 Notebook
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karpathy/nn-zero-to-hero
Lecture notebooks under lectures/micrograd; follow along with the video
In: LABLOOP-W08 Notebook
lightgbm-org/LightGBM
Python quickstart regression; train on your unfolded features with batch-wise CV
In: LABLOOP-W08 Notebook
rlabbe/Kalman-and-Bayesian-Filters-in-Python
Colab: chapter 1 "The g-h filter". The intuition behind estimating a hidden variable from noisy sensors, which is what a soft sensor does
In: LABLOOP-W08 Notebook
JustusvLiebig/Soft_Sensor_Experiments
Browse the model zoo for industrial soft sensors; note which baselines they compare, to justify your LightGBM vs PLS choice
In: LABLOOP-W08 Notebook
quarto-dev/quarto-cli
quarto create project manuscript; build a PDF with one figure regenerated from code
In: LABLOOP-W08 Notebook