deepakgthomas Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

airsim_new

cartpole-tf-dqn

Play CartPole with DQN implemented with Tensorflow 2.0

causal-rl

cg_557_2015_dt

checkers

Library for playing a standard game of checkers/draughts

checkers-1

Game of checkers implemented using Alpha-Beta Pruning in AI

checkers-ai

A checkers game which can be played against various Artificially Intelligent agents.

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

ddqn_per_flare

Combining DDQN with Flare

decisionmaking

Preview of the textbook Algorithms for Decision Making

deepakgthomas.github.io

deepfault

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

dog-cat-classifier

Dog and cat image classifier with deep learning

dqn_check

Checking how well a conventional stacked DQN performs against my algorithms

ds301-f19

Fall 2019 - DS 301: Applied Data Modeling and Predictive Analysis

ds301-f20

em-explanation

Notebooks explaining the intuition behind the Expectation Maximisation algorithm

enhanced-mobilenet

A naive implementation of MobileNet built from scratch, but enhanced with CUDA to show performance gain

environments

environments_2

Airsim-Unreal Environments

grammarviz-in-python

grammarviz2_src

GrammarViz 2.0 public release:

interval-treap-project

irl-imitation

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

jmotif-r

SAX, HOT-SAX, VSM, SAX-VSM, RePair and RRA in R (Rcpp)

leam

We propose a novel DL-based mutation technique (LEAM), which adapts the syntax-guided encoder-decoder architecture to build two sub-models based on AST information, for better learning to represent real faults and ensuring syntactic correctness of mutation faults.

lemonade_sales

mass-ts-examples

Supporting repository composed of examples using the mass-ts library. MASS (Mueen's Algorithm for Similarity Search)