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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

carnd-advanced-lane-lines

carnd-capstone

carnd-extended-kalman-filter-project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

carnd-kidnapped-vehicle-project

carnd-mpc-project

CarND Term 2 Model Predictive Control (MPC) Project

carnd-mpc-quizzes

CarND MPC Quizzes

carnd-path-planning-project

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

carnd-pid-control-project

carnd-semantic-segmentation

carnd-unscented-kalman-filter-project

Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project

carnd-vehicle-detection

Vehicle Detection Project

clean_data

datasharing

The Leek group guide to data sharing

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

deep_net_small_examples

Small practical examples in deep learning

dqfd

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

gan_mnist

Training generative adversarial network (GAN) on the MNIST data set

googlefinance

Python module to get real-time stock data from Google Finance API

gym_torcs

joblib

Computing with Python functions.

machine-learning-systems-design

A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html

markdown-toc

Generate a markdown TOC (table of contents) for a README or any markdown files, using remarkable. Used by assemble, verb, and lots of other projects on GitHub. API and CLI.

models

Models and examples built with TensorFlow

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-distributed-aws

Tutorial on distributed training on AWS using PyTorch