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aind-asl-recognizer

Udacity AI Nanodegree Project - Creating a HMM to recognize American Sign Language

aind-isolation

Udacity AI Nanodegree Project - Creating an Adversarial Search Agent to play the game of Isolation using MiniMax and AlphaBeta

aind-planning

Udacity AI Nanodegree Project - Creating a Planning Search Agent to solve deterministic logistics problems for an Air Cargo transport system

aind-sudoku

Udacity AI Nanodegree Project - Creating a Sudoku-Solving Agent through constraint propagation

birds

North American Bird Detector using tensorflow

bookbot

capsnets

Various Implementations of Capsule Networks base on the Dynamic Routing Between Capsules Paper

coding-puzzles

A collection of Coding Problems and different methods of solving them

connect4-alphazero

An AlphaZero implementation for the game of Connect4

connect4-minimax

A Minimax agent that plays Connect4

dlnd-dog-project

Udacity Deep Learning Nanodegree Project - Bonus assignment where we use CNN to identify the breed of an user submitted dog photo

dlnd-face-generation

Udacity Deep Learning Nanodegree Project - Using DCGAN to generate human faces using the CelebA dataset

dlnd-first-neural-network

Udacity Deep Learning Nanodegree Project - Using Numpy to create a Neural Network to predict bike rentals

dlnd-image-classification

Udacity Deep Learning Nanodegree Project - Using a CNN to classify CIFAR-10 images

dlnd-machine-translation

Udacity Deep Learning Nanodegree Project - Using a Sequence to Sequence Network to translate English to French on a simple data set

dlnd-tv-script-generation

Udacity Deep Learning Nanodegree Project - Using a RNN to generate a script for a Simpson's episode

drlnd_p1_navigation

Udacity Deep Reinforcement Learning Nanodegree Project: Training an Agent to navigate and collect bananas in a square world

drlnd_p2_continuous_control

Udacity Deep Reinforcement Learning Nanodegree Project: Training an agent to solve the reacher environment using ddpg

drlnd_p3_collab_compet

Udacity Deep Reinforcement Learning Nanodegree Project: Training an agent to solve the tennis environment using ddpg

endurance-ai

schedule generator for training for endurance events

heuristicworkshop

Starter code for the School of AI - Vancouver Heuristics Workshop

nlpnd-hmm-tagger

Udacity NLP Nanodegree Project - Creating a part of speech tagger using HMMs

nlpnd-machine-translation

Udacity NLP Nanodegree Project - Creating a DNN to translate from English to French using various RNN architectures

nlpnd-speech-recognizer

Udacity NLP Nanodegree Project - Creating an end to end speech to text model using BiDirectional RNNs

school-of-ai

school of ai lesson

sliding_puzzle_solver

A sliding puzzle solver using the A* algorithm

yolo_opencv

An OpenCV implementation of YOLOv3