Beginner Tutorial
Start here if you have never used Jupyter. This tutorial explains notebooks, code cells, Markdown cells, running Python, and saving your work.
Learn Jupyter Notebook from zero, install it safely, and use it as a living research notebook for mathematics, physics, AI, signal processing, electronics, FPGA experiments, and AETHRA projects.
Start here if you have never used Jupyter. This tutorial explains notebooks, code cells, Markdown cells, running Python, and saving your work.
For your Ubuntu/Linux machines, this is the simplest beginner install inside a Python virtual environment.
Never expose Jupyter directly to the public internet. Use it locally, through VPN/Tailscale, or behind secure authentication.
For your lab, the best setup is local Jupyter on your laptop plus private notebooks on your server/NAS.
These cards open your notebook folders in JupyterLab in a separate browser tab, so they do not load inside the AETHRA iframe.
Algebra, calculus, linear algebra, proofs, symbolic math.
Mechanics, waves, electromagnetism, simulation.
FFT, SDR, filters, modulation, audio/RF analysis.
PyTorch, datasets, embeddings, model testing.
Circuits, sensors, measurements, lab notes.
Verilog tests, timing, waveforms, register maps.
ROS2, control, kinematics, sensor fusion.
SPQbit, Exbit, telescope, lab research archive.