Charin

thai2fit. ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP

sophia. Neural networks from scratch

viztech. Plotnine replication of Financial Times Visual Vocabulary; Inspired by Vega

abtestoo. A/B testing and Multi-armed Bandits Made Easy

esninja. Best practices for product search in English and Thai using Elasticsearch

curry. The Data-Driven Guide to Bangkok Prostitutes

ladybug. Girl-Ladyboy Detection with VGG-Face

thai_sentiment. The (extremely) naive sentiment classification function based on NBSVM trained on wisesight_sentiment

santorini. Reinforcement Learning Agents to Play The Board Game Santorini

rainbow. Implementation of Rainbow paper sans distributional RL as part of Reinforcement Learning course at Chula 2019

thxxwiki. Create th-xx parallel corpus from Wikipedia dumps

lepetite. Implementation of N2N learning: Network to Network Compression via Policy Gradient Reinforcement Learning

collab. Recommendation examples with collaborative filtering and deep learning

kbank_alchemists. Codes for workshop at KBank on November 23, 2018

value. How to Beat The Thai Market With Value Investing

swiftkey. Quad-gram Backoff Next Word Prediction Model with Modified Kneser-Ney Smoothing

planet. Satellite Image Classification for Planet: Understanding the Amazon from Space

thai2vec. Deprecated; use cstorm125/thai2fit instead

octopus. Exploring H-index of Thai researchers on SCOPUS

basics. Data Scientist Cheatsheet

diy_covid. (Do Not) Do-It-Yourself COVID-19 "Data Scientist" Kit

finuncen. Exploring FinCEN data

ds_env. Data Science Environment Setup

rl_trader. Reinforcement Learning in Real-Life: A Use Case in Stock Trading

fastai_examples. Examples of the New Fastai API

cstorm125.github.io. Collection of technical writings in applied science

granger. Granger causality tutorial with itaewon class and gochujang

choco-raisin. Chocolate chip vs raisin cookies image classification with fastai

seamls2019. Notes from SEA-MLS 2019

benford. Investigating 2019 Thailand General Election

mekong. get water level and so on from api.mrcmekong.org

ai-builders.github.io. A program for kids who want to build good AI

agency. Predict ads agency salary from Real Agency Salaries dataset

sbooster. Experimenting with Flow for traffic control

align_use. Large-scale sentence alignment with universal sentence encoder

reachinator. DDPG to solve Unity's Reacher environment

protein-atlas. Human Protein Atlas Image Classification: Classify subcellular protein patterns in human cells