Repository Index

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

• gpt
• large-language-models
• llm
• python

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning

llama3 implementation one matrix multiplication at a time

The repository host gives no description.

TranslatedBuild your neural network easy and fast, 莫烦Python (Morvan Python) Chinese teaching

• neural-network
• python
• pytorch-tutorial
• batch-normalization

A series of large language models trained from scratch by developers @01-ai

• large-language-models

NYU Deep Learning Spring 2020

• jupyter-notebook
• pytorch
• deep-learning
• neural-nets

Implement a reasoning LLM in PyTorch from scratch, step by step

• ai
• artificial-intelligence
• deep-learning
• large-language-models

Translated"Deep Learning from Scratch" (O'Reilly Japan, 2016)

🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.

• interview
• leetcode
• pytorch

TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work

• glm
• llama
• llm
• rwkv

Build a modern LLM from scratch. Every line commented. Explained like we are five.

• attention-mechanism
• deep-learning
• educational
• from-scratch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

• ai
• deep-learning
• deeplearning
• machine-learning

NMA Computational Neuroscience course

• neuroscience
• machine-learning
• dynamic-systems
• stochastic-processes

LLMs-from-scratch项目中文翻译

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

• feature-matching
• pose-estimation
• 3d-vision

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

• coding-interviews
• deep-learning
• from-scratch
• interview-preparation

Build an email assistant with human-in-the-loop and memory

• agents
• memory

ML from scratch

• machine-learning

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

• nlp
• text-classification
• text-matching
• information-extraction

Code and Slides

Implementing a Neural Network from Scratch

This repository helps you learn Python and Machine Learning from scratch.

• python
• jupyter-notebook
• pandas-dataframe
• numpy

🪼 a python library for doing approximate and phonetic matching of strings.

• python
• levenshtein
• soundex
• hamming