hs105

Deep-Learning-for-OCR

This is a reading list for deep learning for OCR

multi-agent-reinforcement-learning

This maintains a reading list for multi-agent reinforcement learning

bp_fast

Autonomous-Parking

Balance-Bot

A two-wheel self-balancing robot based on the ATmega2560 micro-controller.

CAN_BUS_Shield

CAN Bus Shield - MCP2515&MCP2551

car-behavioral-cloning

Built and trained a convolutional network for end-to-end driving in a simulator using Tensorflow and Keras

CarND-MPC-Project

CarND Term 2 Model Predictive Control (MPC) Project

CarND-Path-Planning-Project

Create a path planner that is able to navigate a car safely around a virtual highway

coach-1

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

Dropout_Tutorial_in_PyTorch

Dropout as Regularization and Bayesian Approximation

end2end-driving

HoverBot

Self-balancing robot using hoverboard hub motors

imitation

keras-rl

Deep Reinforcement Learning for Keras.

l4-pytorch

L4: Practical loss-based stepsize adaptation for PyTorch

lossgrad

Implementation of the LOSSGRAD optimization algorithm

maxout-pytorch

notebook demonstrating a maxout net on MNIST

models

Models built with TensorFlow

nn-cat

openpilot

open source driving agent

osim-rl

Reinforcement learning environments with musculoskeletal models

PythonRobotics

Python sample codes for robotics algorithms.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-project-template

A starter template for your PyTorch project.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

self-driving-car-sim

A self-driving car simulator built with Unity

tensorflow-maxout

Maxout Networks TensorFlow implementation presented in https://arxiv.org/abs/1302.4389

videopredict