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Do Phuc Hao's Projects

minbpe icon minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

mindgraph icon mindgraph

proof of concept prototype for generating and querying against an ever-expanding knowledge graph with ai

mini-lsm icon mini-lsm

A tutorial of building an LSM-Tree storage engine in a week!

minicpm icon minicpm

MiniCPM-2B: An end-side LLM outperforms Llama2-13B.

minigpt-4 icon minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

minimal-diffusion icon minimal-diffusion

A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)

mirror icon mirror

🪞A powerful toolkit for almost all the Information Extraction tasks.

mistral-src icon mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

ml-aim icon ml-aim

This repository provides the code and model checkpoints of the research paper: Scalable Pre-training of Large Autoregressive Image Models

ml-based-feature-selection icon ml-based-feature-selection

This notebook is a one stop shop for ML based feature selection for classification purpose. Once the master data is prepared, we can use this notebook to try out 8 feature selection techniques and combine their results

ml-from-scratch icon ml-from-scratch

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.

ml-youtube-courses icon ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

ml4h-traq icon ml4h-traq

Code for "Do Ensembling and Meta-Learning Improve Outlier Detection in Randomized Controlled Trials?" from ML4H 2023

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

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