unsuthee

VariationalDeepSemanticHashing

The original implementation of the models and experiments of Variational Deep Semantic Hashing paper (SIGIR 2017)

SemanticHashingWeakSupervision

The pyTorch implementation of two models described in Deep Semantic Text Hashing with Weak Supervision (SIGIR'18)

100DaysofMLCode

node2hash

allennlp

An open-source NLP research library, built on PyTorch.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

dask-tutorial

Dask tutorial

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

models

Models and examples built with TensorFlow

NeuralRG

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

nice_pytorch

Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.

notes

Resources to learn more about Machine Learning and Artificial Intelligence

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

prep_code

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

pythainlp

Thai Natural Language Processing in Python.

pytorch-flows

PyTorch implementations of algorithms for density estimation

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

quick_ttt

The implementation of the minimax algorithm on tic-tac-toe game during my flight back home from the vacation.

ranking

Learning to Rank in TensorFlow

real-nvp

Implementation of Real NVP in PyTorch

Semantic-Hashing-Models

source code of baselines for paper "Refining BERT Embeddings for Document Hashing via Mutual Information Maximization"

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

system-design-interview

System design interview for IT companies

TextWorld

​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

Thai-MNIST

Thai digit handwriting and example code

TREC-2019-Deep-Learning

Website for the TREC Deep Learning Track 2019

unsuthee.github.io

My official website