Axect/DeepLearning_Tutorial

Basic PyTorch Function Regression Tutorial

Deep Learning Tutorial

Pre-requisites

• uv
  • How to install uv
• Rust & Cargo
  • How to install Rust & Cargo

Install dependencies

# Sync requirements.txt
uv pip sync requirements.txt

# Or fresh install 
uv pip install -U numpy polars wandb torch matplotlib scienceplots

Generate data

cd data
cargo run --release

Train & Test

# Activate virtual environment
source .venv/bin/activate

# Train & Draw a plot
python main.py