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ai-100-design-implement-azure-aisol

Lab files for AI100T01A ILT Course

ai-playground

This repository serves as a display of my proficiency in data science, Machine Learning, and Deep Learning, with projects and works that illustrate my abilities and understanding in these areas. From Machine Learning techniques to Deep Learning models, I have a wealth of knowledge and experience to offer in this domains.

ai_plays_snake

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

airsim-neurips2019-drone-racing

Drone Racing @ NeurIPS 2019, built on Microsoft AirSim

aiy-vision-kit-drone

Experiment on the google AIY-vision kit for UAV application

autonomous_uavs_swarm_mission

avem

🚁 轻量级无人机飞控-[Drone]-[STM32]-[PID]-[BLDC]

awesome-artificial-intelligence

This repo will cover all the knowledge and concepts of Artificial Intelligence.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-matlab

A curated list of awesome Matlab frameworks, libraries and software.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bee

The Spiking Reservoir (Liquid State Machine - LSM) Simulator

betaflight

Open Source Flight Controller Firmware

bvp_python

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

coursera-stanford-divide-and-conquer-sorting-and-searching-and-randomized-algorithms

Notebook for quick search

coursera_reinforcement_learning_alberta

The Coursera RL series from University of Alberta - Alberta Machine Intelligence Institute.

cylon

JavaScript framework for robotics, drones, and the Internet of Things (IoT)

dataiap

data iap class repo

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-notes

Notes from the DeepLearning.AI courses

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-hands-on-second-edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deepevolve

Rapid hyperparameter discovery for neural nets using genetic algorithms

deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).