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1.

Day 1 of trying to fit a Chatbot into a QR Code

a year ago

1 points

2.

Implementing a ChatGPT-like LLM from scratch, step by step

github.com/rasbt

2 years ago

739 points

3.

Gemma 3 270M re-implemented in pure PyTorch for local tinkering

github.com/rasbt

10 months ago

417 points

4.

What is the difference between deep learning and usual machine learning?

github.com/rasbt

10 years ago

228 points

5.

Python Reference – a collection of tutorials and other useful things

github.com/rasbt

12 years ago

84 points

6.

Introduction to ANN and Deep Learning – Sebastian Raschka

github.com/rasbt

9 years ago

19 points

7.

Finetuning an LLM-Based Spam Classifier with LoRA from Scratch

github.com/rasbt

2 years ago

14 points

8.

A collection of various deep learning architectures, models, and tips

github.com/rasbt

7 years ago

13 points

9.

Machine Learning and Pattern Classification – tutorials and examples

github.com/rasbt

12 years ago

11 points

10.

Deep Learning Models (80 Jupyter Notebooks)

github.com/rasbt

7 years ago

9 points

11.

Introduction to Machine Learning and Pattern Classification

github.com/rasbt

11 years ago

8 points

12.

Implementing the Llama 3.2 1B and 3B Architectures from Scratch

github.com/rasbt

2 years ago

5 points

13.

Python Machine Learning (2nd Ed.) Code Repository

github.com/rasbt

8 years ago

5 points

14.

Python Machine Learning Book Jupyter

github.com/rasbt

10 years ago

4 points

15.

What factors should I consider when choosing a predictive model technique?

github.com/rasbt

10 years ago

4 points

16.

A collection of Algorithms in IPython notebooks

github.com/rasbt

12 years ago

3 points

17.

Python Vs Cython Vs Numba

htmlpreview.github.io

12 years ago

3 points

18.

Explanation of Gated DeltaNet (Qwen3-Next and Kimi Linear)

github.com/rasbt

8 months ago

3 points

19.

Qwen3 from Scratch

github.com/rasbt

a year ago

3 points

20.

Qwen3 Implemented from Scratch

github.com/rasbt

a year ago

3 points

21.

Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes

github.com/rasbt

2 years ago

3 points

22.

Comparing 5 ways to implement Multihead Attention in PyTorch

github.com/rasbt

2 years ago

3 points

23.

A visual explanation for the back propagation algorithm for neural networks

github.com/rasbt

8 years ago

3 points

24.

3 different ways to do backpropagation in TensorFlow

github.com/rasbt

9 years ago

3 points

25.

A collection of standalone TensorFlow models in Jupyter Notebooks

github.com/rasbt

9 years ago

3 points

26.

Python machine learning book

github.com/rasbt

10 years ago

3 points

27.

Free/Open Source Datasets

github.com/rasbt

11 years ago

2 points

28.

Data-collection command line tools (lyrics, twitter timeline, music tags)

github.com/rasbt

12 years ago

2 points

29.

A collection of Python's most useful data science libraries

github.com/rasbt

12 years ago

2 points

30.

Data Science definitions in less than 50 words

github.com/rasbt

12 years ago

2 points