Toan Nguyen's starred repositories
zfs-hetzner-vm
script to install Debian 10, 11, 12 and Ubuntu 18, 20, 22 LTS with ZFS root on Hetzner VPS
ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
oauth2-proxy
A reverse proxy that provides authentication with Google, Azure, OpenID Connect and many more identity providers.
system-design-101
Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.
automation
Automation with Python (Excel, scripts, etc)
annotated-transformer
An annotated implementation of the Transformer paper.
tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
oraichain-wallet-legacy
[DEPRECATED] A decentralized application that supports storing user keys securely on the web browser and signing transactions on Oraichain and possibly other Cosmos-based networks as well!.
project_mern_memories
This is a code repository for the corresponding video tutorial. Using React, Node.js, Express & MongoDB you'll learn how to build a Full Stack MERN Application - from start to finish. The App is called "Memories" and it is a simple social media app that allows users to post interesting events that happened in their lives.
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
make-sense
Free to use online tool for labelling photos. https://makesense.ai
ritm_interactive_segmentation
Reviving Iterative Training with Mask Guidance for Interactive Segmentation
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
croc-hunter
The infamous croc hunter game
awesome-gitops
A curated list for awesome GitOps resources
multi-tenancy
Flux v1: Manage a multi-tenant cluster with Flux and Kustomize