David Peabody's repositories
CIFAR-10_PyTorch
Implement MobileNets architecture in PyTorch using the CIFAR 10 dataset
Atari_DDQN
Double DQN for Openai's Atari Environments
CartPole_DQN
Simple Deep Q-Learning implementation on the CartPole environment
CartPole_DDQN
Double Deep Q-Learning Network on CartPole-v0
CarND_P5_Vehicle_Detection
Detect vehicles using HOG features and a linear SVM
Face_Recognition
Simple app to recognise faces from webcam.
IPD_App
Bokeh App hosted on heroku, high level model of an IPD framework to provide a understanding of the basic premise.
1000-Davids
Monte Carlo
Atari_DQN
Simple DQN in under 150 lines of code for Openai's Atari Environment
CarND_P1_Lane_Lines
Udacity Self-Driving Car Nanodegree Project 1: Finding Lane Line
CarND_P2_Traffic_Signs
Classifying Traffic Signs
CarND_P3_Behavioral_Cloning
Using a convolutional Neural Net to model human driving around a track
CarND_P4_Advanced_Lane_Lines
Advanced Lane Lines Project
Cifar_10_classification
Example of a CNN & MLP on the Cifar 10 dataset
Language_Model_PyTorch
Experiments using RNN's & NLP on Large proposal Repository (Document data will be private)
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
MLOpsPythonTemp
Template for MLOps with Pipeline
Policy_Gradients_Atari
PyTorch implementation of policy gradients on OpenAI's Atari Environments
Self-Driving_Car_ND
Repository for my work on Udacity's Self Driving Car Nanodegree
SSD-SingleShotDetector-PyTorch
Replicate Liu's Single Shot Multibox Detector in PyTorch for my own learning & entertainment.