Dang Manh Truong's repositories
OptimalConnectionPaper
Code for the paper "Which classifiers are connected to others? An optimal connection framework for multi-layer ensemble systems" by Truong Dang, Tien Thanh Nguyen, Alan Wee-Chung Liew, Eyad Elyan and John McCall.
A-neural-algorithm-of-artistic-style
Code for the paper: "A neural algorithm of artistic style" by Leon A. Gatys et al.
Algorithms-and-Data-Structures
JavaScript Algorithms and Data Structures Masterclass course on Udemy by Colt Steele
annotated_deep_learning_paper_implementations
๐งโ๐ซ 59 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
ArchiveBox
๐ Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
armstrong-distributed-systems
Notes on how we potentially could build reliable, scalable and maintainable computer systems.
AttentionBasedMultiLayerEnsemble
Attention-based multi-layer ensemble
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
awesome-equivariant-network
Paper list for equivariant neural network
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-leetcode
A curated list of awesome Leetcode problems, algorithms and data structures.
DSA-Track
Master Data Structures and Algorithms with this detailed study plan, practice problems, and project ideas.
EventSubseaPipelineCode
Code for the paper "Event classification on subsea pipeline inspection data using an ensemble of deep learning-based classifiers"
libai
LiBai(ๆ็ฝ): A Toolbox for Large-Scale Distributed Parallel Training
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
MLprod
Machine Learning in Production
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
optaplanner-quickstarts
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Paper_datasets
Datasets
PatchTST
An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730
predictive-maintenance
Datasets for Predictive Maintenance
Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
spree
Open Source multi-language/multi-currency/multi-store eCommerce platform
stable-diffusion-webui
Stable Diffusion web UI
Supplementary_materials_Event_classification_paper
Supplementary materials for the paper: "Event classification on subsea pipeline inspection data using an ensemble of deep learning-based classifiers"
transformers
๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Transformers-Recipe
๐ง A study guide to learn about Transformers
UnderstandGPT
A source of knowledge for all things LLM.