natetsang Goto Github PK
Name: Nate T
Type: User
Bio: software engineer & reinforcement learning researcher
Location: San Francisco, CA
Nate T's Projects
airplane-wing-design
Utilizing ML as a hybrid approach to designing airplane wings.
android-classifier-app
Android app that produces label for photos taken by user.
autonomous-energy-controller-rl
Deep reinforcement learning for autonomous energy management
baseball-analytics
Analyzing baseball data for making actionable insights
cs285-homework
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)
dlaicourse
Notebooks for learning deep learning
fundamentals-of-deep-learning-book
Code companion to the O'Reilly "Fundamentals of Deep Learning" book
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
image-classification-ml
For this project I built a classifier from scratch for images in 20 different categories.
open-rl
Implementations of a large collection of reinforcement learning algorithms.
optimizing-phev-battery-use
Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consumption.
optimizing-power-dispatch
This project utilizes convex optimization for optimal dispatch of power systems using convex DistFlow equations and cvxpy.
ppo-implementations
PPO implementations in Gym environments. Requirements: pip install torch===1.2.0 torchvision===0.4.0 -f https://download.pytorch.org/whl/torch_stable.html
summary-of-projects
This is a summary of my projects featured on my github page.
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