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Name: Tung Thanh Le
Type: User
Bio: Computer Scientist. Stay hungry, stay foolish. Polymath.
Location: San Diego, CA
Blog: http://ttungl.github.io/
Name: Tung Thanh Le
Type: User
Bio: Computer Scientist. Stay hungry, stay foolish. Polymath.
Location: San Diego, CA
Blog: http://ttungl.github.io/
Answers to 120 commonly asked data science interview questions.
My Answer to 120 Data Science Interview Questions
Hackerrank provides a lot of interviewing questions that could help to prepare for the coding interviews.
Code to accompany Advanced Analytics with Spark from O'Reilly Media
Files and Source Code related to Alexa Custom Skill Development - on Building a Rad Personal Assistant
Code samples related to Building Better Bots published on the AI Blog
Modeled a system with task scheduling problem as a max-sat problem and translated it into the integer linear programming (ILP) problem. Used the optimization solvers (CPLEX, Gurobi, Xpress) to solve the problem.
ampl-cplex
Code to build a simple analytics data pipeline with Python
🧑🏫 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, etc. 🧠
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-semantic-segmentation
Code samples related to "Creating a Question and Answer Bot with Amazon Lex and Amazon Alexa", published on the AWS AI Blog. QnABot (pronounced “Q and A Bot”), uses Amazon Lex and Amazon Alexa to provide a conversational interface to your “Questions and Answers”, so users can just ask their questions and get quick and relevant answers.
Sample Amazon Lex chat bot web interface
AWS Lambda function for validating and fulfilling user input for Amazon Lex VehicleValue Chatbot
Papers, code and datasets about deep learning and multi-modal learning for video analysis
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Apache Beam example
A Python implementation of the Bellkor Algorithm
Sandbox for generating visualizations of the bias-variance tradeoff for Machine Learning at Berkeley's blog.
BookSim 2.0
Deep neural network used to clone human driving behavior for end-to-end autonomous driving
TensorFlow Lab for Self-Driving Car ND
My solution to the Udacity Self-Driving Car Engineer Nanodegree Vehicle Detection and Tracking project.
Uplift modeling and causal inference with machine learning algorithms
An attention-based Recurrent Neural Net multi-touch attribution model in a supervised learning fashion of predicting if a series of events leads to conversion (purchase). The trained model can also assign credits to channels. The model also incorporates user-context information, such as user demographics and behavior, as control variables to reduce the estimation biases of media effects.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.