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keniuniu's Projects

darqn icon darqn

Deep Attention Recurrent Q-Network

dash-recipes icon dash-recipes

A collection of scripts and examples created while answering questions from the greater Dash community

dash-uploader icon dash-uploader

The alternative upload component for python Dash applications.

data-1 icon data-1

PCD files for tutorials, examples, or PCL-related applications

ddpg icon ddpg

Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

ddpg-ros-keras icon ddpg-ros-keras

An implementation of the Deep Deterministic Policy Gradient (DDPG) algorithm using Keras/Tensorflow with the robot simulated using ROS/Gazebo/MoveIt!

ddpg_robot_vision_physics icon ddpg_robot_vision_physics

# This repository is to implement DDPG algorithm to let robot arm learn the physics via vision, and conduct simulation based on that.

deep-asynchronous-rl icon deep-asynchronous-rl

Implementation of asynchronous n-step Q-learning from Deepmind's "Asynchronous Methods for Deep Reinforcement Learning"

deep-histopath icon deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

deeprl icon deeprl

Combining deep learning and reinforcement learning.

deepslide icon deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

deepvis-preddiff icon deepvis-preddiff

Visualizing Deep Neural Network Decisions: Prediction Difference Analysis

delving-deep-into-gans icon delving-deep-into-gans

A curated, quasi-exhaustive list of state-of-the-art publications and resources about Generative Adversarial Networks (GANs) and their applications.

demo-self-driving icon demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

example-app-commenting icon example-app-commenting

A Streamlit app to show how you can easily empower viewers to comment and collaborate on your app using a commenting component. The comments are hosted on a Google Sheets.

geemap icon geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

gps icon gps

Guided Policy Search

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