laventura

Music.Generation.with.DeepLearning

Generating Music and Lyrics using Deep Learning via Long Short-Term Recurrent Networks (LSTMs). Implements a Char-RNN in Python using TensorFlow.

Unscented_KalmanFilter

Unscented Kalman Filter (in C++) for Self-Driving Car (AV) Project. Using Sensor Fusion, combines noisy data from Radar and LIDAR sensors on a self-driving car to predict a smooth position for seen objects.

carnd.path.planning

Path-Planning for Self-Driving Car. Implemented a behavior planner in C++. Project for Udacity Self-Driving Car Nanodegree.

PID-Control

Self Driving Car: PID Controller to maneuver Autonomous Vehicles to drive along a simulated path

gaussian_naive_bayes

Gaussian Naive Bayes classifier to classify lane-change data for Self Driving Car

AdvancedReactNative

React Native projects - with Animation, Twilio integration, FB login, Push Notifications, etc.

CarND-BehavorialCloning-P3

Self Driving Car Project: Behavioral Cloning - Teaching a Car to Drive Autonomously by mimicking a human driver's behavior. Uses NVIDIA's End-to-End #DeepLearning technique.

CarND-MPC

Self Driving Car -- Model Predictive Control (MPC) to teach a Self-Driving Car to drive itself around a simulated track. Achieves speeds of 65-70 mph.

CarND-Path-Planning

Self Driving Car: Path Planning for a #SelfDriving Car to drive along a route

extended_kalman

Extended Kalman Filter - Using data from sensors like Radar and LIDAR, perform object tracking for Self Driving Cars using the extended Kalman Filter.

Hybrid_A_star

Kidnapped_Vehicle

Localization: using Particle Filter to localize Autonomous Vehicles (Udacity Self Driving Car Nanodegree)

awesome-ios

A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects

behavior_planner

CarND-Advanced-Lane-Lines

Advanced Lane Detection for Self Driving Car. Using Computer Vision to detect lane lines for Self-driving Cars.

CarND-Alexnet-Feature-Extraction

This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.

CarND-Camera-Calibration

Images and notebook for camera calibration

courses

fast.ai Courses

DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

lectures

Oxford Deep NLP 2017 course

ML-classification

Coursera ML Classification (course #3) from UW

ML-Clustering-Retrieval

music-auto_tagging-keras

Music auto-tagging models and trained weights in keras/theano

react-native-starter-app

:rocket: A React Native boilerplate app to get you up and running very, very quickly :rocket:

react_native_projects

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

tutorials