Canh Dinh's repositories
FEDL_pytorch
This repository implements FEDL using pytorch
FederatedLearningWithSVRG
The code in order to implement FedProx (ICPP 2020)
coding-interview-university
A complete computer science study plan to become a software engineer.
cracking-the-coding-interview
Solutions for the book: Cracking the coding interview V4. Written in C++.
CtCI-6th-Edition-cpp
Cracking the Coding Interview 6th Ed. C++ Solutions
ebookML_src
Source code in ebook Machine Learning
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
ml-from-scratch
All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
CharlieDinh
Config files for my GitHub profile.
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
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.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.