Alexander's starred repositories
scikit-learn
scikit-learn: machine learning in Python
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
kubernetes-the-hard-way
Bootstrap Kubernetes the hard way. No scripts.
basic-computer-games
An updated version of the classic "Basic Computer Games" book, with well-written examples in a variety of common MEMORY SAFE, SCRIPTING programming languages. See https://coding-horror.github.io/basic-computer-games/
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
start-machine-learning
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
nordic_bert
Pre-trained Nordic models for BERT
norwegian-nlp-resources
Norwegian NLP Resources
100-times-faster-nlp
๐100 Times Faster Natural Language Processing in Python - iPython notebook