Bome AI Researcher - Step by Step

Learn how to think, code, and experiment like engineers at OpenAI, DeepMind, and Anthropic.

7-Day FREE TRIAL — 0 experience required.

Publish your own papers.

📐 Mathematics Fundamentals
- Functions
- Derivatives
- Vectors
- Matrices
- Gradients

🔥 PyTorch Fundamentals
- Creating Tensors
- Tensor Addition
- Matrix Multiplication
- Transposing Tensors
- Reshaping Tensors
- Indexing & Slicing

🧠 Neuron From Scratch
- What is a Neuron
- Linear Step
- Activation Function
- Neuron in Python
- Loss

⚡ Activation Functions
- ReLU
- Sigmoid
- Tanh
- SiLU

🔗 Neural Networks
- Network Architecture
- Layers
- Network Implementation
- Chain Rule
- Gradients
- Backprop

👁️ Attention Mechanism
- What is Attention
- Self-Attention
- Attention Scores
- Attention Weights
- Multi-Head Attention
- Attention in Code

🔀 Transformer Feedforward
- Feedforward Layer
- The Expert
- The Gate
- Combining Experts
- MoE

🏗️ Building a Transformer
- Transformer Architecture
- RoPE
- Transformer Block
- Final Linear Layer
- Training