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Calvin-Khang Ta's Projects

1m-agents-rl icon 1m-agents-rl

A preliminary platform for up to 1 million reinforcement learning agents

a3c icon a3c

My implementation of an A3C

ai-blog icon ai-blog

Accompanying repository for Let's make a DQN / A3C series.

asteroids_atmega1284 icon asteroids_atmega1284

This repository will contain my CS120B Final Project of implementing asteroids on an Atmega 1284

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bisqueucsb icon bisqueucsb

BisQue is a web-based platform designed to provide researchers with organizational and quantitative analysis tools for 5D image data. Users can extend BisQue by implementing containerized ML workflows.

caiman icon caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

clrs icon clrs

:notebook:Solutions to Introduction to Algorithms

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

cscnet icon cscnet

Code for the paper "Rethinking the CSC Model for Natural Images"

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deepred icon deepred

DeepRED: Deep Image Prior Powered by RED

drfi_cpp icon drfi_cpp

C++ implementation of the paper Salient Object Detection: A Discriminative Regional Feature Integration Approach

finalproject icon finalproject

APCS Project and trying to figure out how to use Github(Project is a touhou clone in progress)

gym-gazebo icon gym-gazebo

A toolkit for developing and comparing reinforcement learning algorithms using ROS and Gazebo.

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