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amoliu's Projects

dqn_tensorflow icon dqn_tensorflow

Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'

drake icon drake

A planning, control, and analysis toolbox for nonlinear dynamical systems. Please see the WIKI for documentation.

draw icon draw

TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"

drl icon drl

Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning

drug-computing icon drug-computing

Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.

dsr-1 icon dsr-1

Reproduction of Deep Successor Representation Network

dsr-2 icon dsr-2

Deep Successor Representation

dtinet icon dtinet

A Network Integration Approach for Drug-Target Interaction Prediction

dynamixel_motor icon dynamixel_motor

ROS stack for interfacing with Robotis Dynamixel line of servo motors.

e2c icon e2c

TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images

eagcn icon eagcn

Implementation of Edge Attention based Multi-relational Graph Convolutional Networks

easyml icon easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

eddynet icon eddynet

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

eddytracking icon eddytracking

Code for the detection and tracking of eddies, following Chelton et al. (Prog. Ocean., 2011) given a series of sea level maps.

edgerealtimevideoanalytics icon edgerealtimevideoanalytics

An example of using Redis Streams, RedisGears, RedisAI and RedisTimeSeries for Realtime Video Analytics (i.e. counting people)

ein icon ein

Object scanning and pick and place for Baxter.

elevation icon elevation

End-to-end guide design for CRISPR/Cas9 with machine learning

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