Master programming by recreating your favorite technologies from scratch.
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Repository Index
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
Learn AI Engineering! Learn it. Build it. Ship it for others.
🧠 Train a 64M-parameter LLM from scratch in just 2h!
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
- machine-learning
- deep-learning
- deep-reinforcement-learning
- machine-learning-from-scratch
How to create an OS from scratch
TranslatedList of personally collected books PDF download Baidu Cloud e-book download
🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.
Translated7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) A series on writing/implementing things from scratch in 7 days with Go
- learning
- starter-project
- golang
- scratch
llama3 implementation one matrix multiplication at a time
Bootstrap yourself to write an OS from scratch. A book for self-learner.
A straightforward method for training your LLM, from downloading data to generating text.
Writing a sqlite clone from scratch in C
The repository host gives no description.
code for Data Science From Scratch book
👀 Train a 65M-parameter VLM from scratch in just 2h!
- artificial-intelligence
- chatgpt
- vision-language-model
A roadmap to learn Kubernetes from scratch (Beginner to Advanced level)
- k8s
- kubernetes
- kubernetes-cluster
- kubernetes-deployment
Learn AI and LLMs from scratch using free resources
Implement a reasoning LLM in PyTorch from scratch, step by step
Video+code lecture on building nanoGPT from scratch
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
Translated"Deep Learning from Scratch" (O'Reilly Japan, 2016)
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.