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maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

models

Models and examples built with TensorFlow

monodepth

Unsupervised single image depth prediction with CNNs

navbot

Using RGB Image as Visual Input for Mapless Robot Navigation

nn-trajectory-prediction

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

nyu-depth-v2-tools

Tools used in [2] to pre-process the ground truth segmentations to evaluate superpixel algorithms.

pacman-ai

PacMan Machine Learning Artificial Intelligence Project

path-following-by-dqn

perceptron_learning

This is a small python program for perceptron learning. You can pass linearly seperable data into this program and it will calculate the weights of perceptron neural network. Sample input data is included (OR,AND,ANDNOT,etc).

perceptronimplementation

This is a Python program that implements the Perceptron Algorithm.

perceptronlearning

Implementation of Perceptron Learning Rule in python, consult README.md for detail

probabilistic-robotics

《概率机器人》书和课后习题

pytorch-a3c-mujoco

Implement A3C for Mujoco gym envs

pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

pytorch-dqn

Deep Q-Learning Network in pytorch

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-mask-rcnn

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-car

Using reinforcement learning to teach a car to avoid obstacles.

reinforcement-learning-notebooks

A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.

rescan

Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining

rl-target-driven-navigation-ai2thor

sdn

Assignments from the Software Defined Networking course on Coursera

sdn-software_defined_networking

Stuffs on Software-Defined Networking (SDN)

sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

simgan_project

simple_genetic_programming

Genetic programming implementation to solve a symbolic regression problem.

simulated-unsupervised-tensorflow

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"