Van Huy

mbc-cqrs-serverless. serverless applications with CQRS on AWS, NestJS and local development

modular. The Modular Platform (includes MAX & Mojo)

openapi-generator. OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)

aws-sdk-rails. Official repository for the aws-sdk-rails gem, which integrates the AWS SDK for Ruby with Ruby on Rails.

dummyimage. Source code behind https://dummyimage.com

diagrams. :art: Diagram as Code for prototyping cloud system architectures

vietnam. The best place to find devs in Vietnam!

md2googleslides. Generate Google Slides from markdown

bdash. Simple SQL Client for lightweight data analysis.

OpenAPI-Specification. The OpenAPI Specification Repository

BabyGAN. StyleGAN-based predictor of children's faces from photos of theoretical parents.

machine-learning-cheat-sheet. Classical equations and diagrams in machine learning

PostgresApp. The easiest way to get started with PostgreSQL on the Mac

github-readme-stats. :zap: Dynamically generated stats for your github readmes

project-based-learning. Curated list of project-based tutorials

monaco-editor. A browser based code editor

DeepSpeech. DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

system-design-primer. Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

grafana. The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

ghostToHugo. Convert Ghost blog export to Hugo posts

GANSketching. Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

facet. Human-explainable AI.

terraforming. Export existing AWS resources to Terraform style (tf, tfstate) / No longer actively maintained

localstack. 💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

TabNine. AI Code Completions

mlflow. The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

doccano. Open source annotation tool for machine learning practitioners.

pgmodeler. Open-source data modeling tool designed for PostgreSQL. No more typing DDL commands. Let pgModeler do the work for you!

ml-system-design-pattern. System design patterns for machine learning

pycaret. Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

nbdime. Tools for diffing and merging of Jupyter notebooks.

vjai_bert_meetup. stuff related to my talk at VJAI meetup about the Transformers

recipe-related-papers. 📝 Recipe-related papers in NLP (e.g., ACL, EMNLP), CV (e.g., CVPR, ECCV), IR (e.g., SIGIR, RecSys), and HCI (e.g., CHI)

Graph-Transformer. Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

nlp-recipes. Natural Language Processing Best Practices & Examples

Production-Level-Deep-Learning. A guideline for building practical production-level deep learning systems to be deployed in real world applications.

machine-learning-systems-design. A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

horovod. Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ohmyzsh. 🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.

MLQA. New dataset

hideout. Caching tool for data processing projects such as machine learning and data engineering projects

acme.sh. A pure Unix shell script ACME client for SSL / TLS certificate automation

containers-roadmap. This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).

MLOps. MLOps examples

neo-ai-dlr. Neo-AI-DLR is a common runtime for machine learning models compiled by AWS SageMaker Neo, TVM, or TreeLite.

DigitClassifier. A end-to-end demo of how to build train a digit classifier using TensorFlow 2.0 (Keras API), then convert the model to TensorFlow Lite, and run inference on mobile apps

learn-machine-learning-in-two-months. Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

xlnet. XLNet: Generalized Autoregressive Pretraining for Language Understanding

ridgepole. Ridgepole is a tool to manage DB schema. It defines DB schema using Rails DSL, and updates DB schema according to DSL. (like Chef/Puppet)

SPTAG. A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

freezegun. Let your Python tests travel through time

pytest-mock. Thin-wrapper around the mock package for easier use with pytest

coccoc-tokenizer. high performance tokenizer for Vietnamese language

scikit-optimize. Sequential model-based optimization with a `scipy.optimize` interface

golearn. Machine Learning for Go

feature-selector. Feature selector is a tool for dimensionality reduction of machine learning datasets

PyTorchNLPBook. Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

StackNet. StackNet is a computational, scalable and analytical Meta modelling framework

eli5. A library for debugging/inspecting machine learning classifiers and explaining their predictions

iOS-Common-Utils. Swift

gensim. Topic Modelling for Humans

PlotNeuralNet. Latex code for making neural networks diagrams

redcarpet. The safe Markdown parser, reloaded.

Metrics. Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

stanza. Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

elasticsearch-analysis-vietnamese. Vietnamese Analysis Plugin for Elasticsearch

pwc. This repository is no longer maintained.

anchor. Code for "High-Precision Model-Agnostic Explanations" paper

LASER. Language-Agnostic SEntence Representations

vscode-ipe. Interactive programming experience for data scientists: Visual Studio Code extension

boogeyman. An extra search package

pytext. A natural language modeling framework based on PyTorch

neural-machine-translation. My attempt for using attention mechanism in NMT

writing-code-for-nlp-research-emnlp2018. A companion repository for the "Writing code for NLP Research" Tutorial at EMNLP 2018

qanet. Implementation for QANet using Keras with Tensorflow backend

pandas. Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

lotus. Kubernetes controller for running load testing

ranking. Learning to Rank in TensorFlow

OneShotTranslation. Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

annotated-transformer. An annotated implementation of the Transformer paper.

TorchCraftAI. A platform that lets you build agents to learn to play StarCraft: Brood War.

bert. TensorFlow code and pre-trained models for BERT

LINESimulator. LINESimulator

react-native. A framework for building native applications using React

tensorspace. Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

adanet. Fast and flexible AutoML with learning guarantees.

meetup. Meetup info

scipy. SciPy library main repository

trix. A rich text editor for everyday writing

autokeras. AutoML library for deep learning

tpot. A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

cookpad-hackarade-minruby. material for Cookpad's Hackarade #4

cupy. NumPy & SciPy for GPU

MS-DOS. The original sources of MS-DOS 1.25, 2.0, and 4.0 for reference purposes

HMM. Hidden markov model

onnx. Open standard for machine learning interoperability

gitignore. Create `.gitignore` file from any source

hyperopt. Distributed Asynchronous Hyperparameter Optimization in Python

nltk. NLTK Source

cookpad-internship-mlops-2018. Cookpad R&D Internship 2018 MLOps

dopamine. Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

vietai. Transform AI/DL/DS into real world applications for Vietnam.

NeuralDialogPapers. Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

archived-desktop-app. The old electron based nteract notebook

mastodon. Your self-hosted, globally interconnected microblogging community

Seq2seqChatbots. A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.

Mem2Seq. Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

dominhhai.github.io. My Blog

YEDDA. YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

sequicity. Source code for the ACL 2018 paper entitled "Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures" by Wenqiang Lei et al.

fairseq. Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

neural-checklist. This repository contains the the code from "Globally Coherent Text Generation with Neural Checklist Models" by Chloe Kiddon, Luke Zettlemoyer, and Yejin Choi

marian. Fast Neural Machine Translation in C++

CoreNLP. CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

decaNLP. The Natural Language Decathlon: A Multitask Challenge for NLP

ranking_clarification_questions. Code and Data for the paper: "Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information"

seaborn. Statistical data visualization in Python

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

nnabla. Neural Network Libraries

NLP-progress. Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

captcha-breaker. High Accuracy Captcha Breaker with Tensorflow and Node.js

emacs-kipalog. Kipalog's plugin for Emacs

kuchimane. JavaScript

nocode. The best way to write secure and reliable applications. Write nothing; deploy nowhere.

pyro. Deep universal probabilistic programming with Python and PyTorch

keras. Deep Learning for humans

hugo. The world’s fastest framework for building websites.

KipalogAPI. Swift wrapper for Kipalog API (http://kipalog.com)

presentations. The presentations of Cookpad staff

numpy. The fundamental package for scientific computing with Python.

osim-rl. Reinforcement learning environments with musculoskeletal models

crypto-report. Cryptography lecture report in M1 at the university of Tokyo

Crossroad. :oncoming_bus: Route URL schemes easily

yes-we-gan. GAN Workshop 06.02

Kipalog-iOS. iOS app for Kipalog

keras-preprocessing. Utilities for working with image data, text data, and sequence data.

neon. Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

manager-readme.

dotmap. Dot access dictionary with dynamic hierarchy creation and ordered iteration

devise. Flexible authentication solution for Rails with Warden.

youtube-8m. Starter code for working with the YouTube-8M dataset.

awesome-capsule-networks. A curated list of awesome resources related to capsule networks

swift. Swift for TensorFlow

vault. A tool for secrets management, encryption as a service, and privileged access management

akagi. Codenize your datasources.

lime. Lime: Explaining the predictions of any machine learning classifier

harness. Harness Open Source is an end-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries.

deep-painterly-harmonization. Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

kubeflow. Machine Learning Toolkit for Kubernetes

bAbI-tasks. Task generation for testing text understanding and reasoning

expstock. stock the machine learning experiments

hcl. HCL is the HashiCorp configuration language.

VnCoreNLP. A Vietnamese natural language processing toolkit (NAACL 2018)

tfjs. A WebGL accelerated JavaScript library for training and deploying ML models.

pipenv. Python Development Workflow for Humans.

ChatterBot. ChatterBot is a machine learning, conversational dialog engine for creating chat bots

underthesea. Underthesea - AI Assistant

nagisa. A Japanese tokenizer based on recurrent neural networks

text_classification. all kinds of text classification models and more with deep learning

OpenNMT. Open Source Neural Machine Translation in Torch (deprecated)

rainbowstream. A smart and nice Twitter client on terminal written in Python.

TCN. Sequence modeling benchmarks and temporal convolutional networks

kubernetes. Production-Grade Container Scheduling and Management

hako. Deploy Docker container

docker.dockercraft. Docker + Minecraft = Dockercraft

DeepPavlov. An open source library for deep learning end-to-end dialog systems and chatbots.

deep-learning-with-python-notebooks. Jupyter notebooks for the code samples of the book "Deep Learning with Python"

flask-sqlalchemy. Adds SQLAlchemy support to Flask

requests-oauthlib. OAuthlib support for Python-Requests!

TensorFlow-Book. Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

kelner. Serve your models

switch_point. Switching database connection between readonly one and writable one

lectures. Oxford Deep NLP 2017 course

cookiecutter-docker-science. Cookiecutter template for data scientists working with Docker containers

deeplearning-papernotes. Summaries and notes on Deep Learning research papers

facebook-page-post-scraper. Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis

convnet-drawer. Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions

postgresql_cursor. ActiveRecord PostgreSQL Adapter extension for using a cursor to return a large result set

tqdm. :zap: A Fast, Extensible Progress Bar for Python and CLI

easy_notifier. notify when your process finished at ec2, gce, and localhost

Detectron. FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

bitcoinbook. Mastering Bitcoin 3rd Edition - Programming the Open Blockchain

KaTeX. Fast math typesetting for the web.

pfm. Tiny command line tool to manage port forward settings for data scientists

imbalanced-learn. A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

CTags. CTags support for Sublime Text

docusaurus. Easy to maintain open source documentation websites.

phuongnq.me.

cookiecutter-data-science. A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

steem. The blockchain for Smart Media Tokens (SMTs) and decentralized applications.

Blockchain-Graveyard. All publicly known blockchain incidents

BicycleGAN. Toward Multimodal Image-to-Image Translation

sklearn-pandas. Pandas integration with sklearn

scrapy. Scrapy, a fast high-level web crawling & scraping framework for Python.

cookiecutter-data-science. A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

imagehash-cli. Image Hash Command Line Interface

tiepvupsu.github.io. My Machine Learning blog

arxiv-vanity. Renders papers from arXiv as responsive web pages so you don't have to squint at a PDF.

memn2n. End-To-End Memory Network using Tensorflow

NeuralKart. A Real-time Mario Kart 64 AI using ConvNets.