Dat Le's repositories
kaggle-for-fun
All my submissions for Kaggle contests that I have been, and going to be participating.
minimal-datascience
This repository contains all the code and dataset used in my blog series: Minimal Data Science
aws-redshift-to-rds
A simple command-line tool to copy tables from Amazon Redshift to Amazon RDS (PostgreSQL).
dextra-mindef-2015
My solution for Dextra Data Science Challenge #44 (Singapore Ministry of Defense) https://challenges.dextra.sg/challenge/44
lenguyenthedat.github.io
Dat's personal website.
dextra-viki-2015
My solution for Dextra Data Science Challenge #43 (Rakuten/Viki) https://challenges.dextra.sg/challenge/43
general-bridge-and-torch-problem-solver
A Haskell solver for the general "Bridge and Torch Problem". This implementation is a part of my BSc's final year project at the University of Nottingham.
google-data-api-tutorials
Set of tutorials for using Google Products' APIs to retrieve your data.
awesome-aws
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. https://bit.ly/git-AWSome
data-science-from-scratch
code for Data Science From Scratch book
Kaggle-Ensemble-Guide
Code for the Kaggle Ensembling Guide Article on MLWave
amazon-redshift-utils
The Amazon Redshift Column Encoding Utility will apply optimal Column Encoding to existing Tables on an Amazon Redshift Database cluster
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
api-samples
Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
aws-redshift-to-rds-CentOS
A simple command-line tool to copy tables from Amazon Redshift to Amazon RDS (PostgreSQL) on CentOS based OS
bounded-checking-in-ocaml
An OCAML’s Bounded Check library for testing OCAML programs efficiently and automatically. This implementation is a part of my MSc's final year project at the University of Oxford.
DeepRecommender
Deep learning for recommender systems
lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
postgresql-user-manager
A simple command-line tool for managing User Privileges in PostgreSQL Database.
Python-Email-Verification-Script
A simple script for email address verification using syntax, DNS and mailbox verification
recommender
A recommender system using collaborative filtering written in python.
RecQ
RecQ: A Python Framework for Recommender Systems
scrape_hn
Scraping HN for TaggerNews
spidy
The simple, easy to use command line web crawler.
TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
trailing-spaces-removal
Simple trailing spaces removal script.
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, Flink and DataFlow