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Name: Brian Lee
Type: User
Company: The University of Texas at Austin
Bio: BS, MS, PhD in Petroleum & Geosystems Engineering // Computer Vision & Audio Deep Learning, Deep Reinforcement Learning
Location: Austin, TX
Name: Brian Lee
Type: User
Company: The University of Texas at Austin
Bio: BS, MS, PhD in Petroleum & Geosystems Engineering // Computer Vision & Audio Deep Learning, Deep Reinforcement Learning
Location: Austin, TX
Solving the 2048 Puzzle using the Monte Carlo Tree Search (MCTS) heuristic search algorithm.
Optimize plant growth conditions using deep reinforcement learning techniques (DDPG, TD3, SAC) and a crop simulator (PCSE-v0).
Algorithm problem solving practice. LeetCode and AlgoExpert.
A python tutorial on bayesian modeling techniques (PyMC3)
Projects and exercises for the Udacity Computer Vision Nanodegree
Applying contrastive learning (SimCLRv2) on 3D point cloud dataset to get an unsupervised learning representation of objects
Stanford CS330 Deep Multi-Task & Meta Learning
Compiled Notes for all 9 courses in the Coursera Data Science Specialization
The Leek group guide to data sharing
My PyTorch implementations of the models I'm studying
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
https://www.kaggle.com/competitions/uw-madison-gi-tract-image-segmentation
Kaggle's PetFinder Competition where we create a CNN- and transformer-based regression model that takes an image and a boolean array as inputs.
Repo for some very basic C++ codes
machine learning and deep learning tutorials, articles and other resources
This is a new image annotation tool for image segmentation tasks
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Machine Learning Problem Bible
Modern Deep Learning Docker Image
Simple text to phones converter for multiple languages
poomstas.github.io blog data in Jekyll theme
Repository for Programming Assignment 2 for R Programming on Coursera
Demo project using tabular Q-learning algorithm
Stable Baselines 3 Application on OpenAI Gym Environments
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.