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deep-learning

Projects from Udacity Deep Learning Nanodegree

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

fcnd-controls-cpp

the C++ simulator and portion of the controls project

fcnd-motion-planning

Motion planning project (P1)

fcnd-term1-p3-3d-quadrotor-controller

Udacity Flying Car Nanodegree - Term 1 - Project 3 - 3D Quadrotor Controller

fcnd-term1-p4-3d-estimation

Udacity Flying Car Nanodegree - Term 1 - Project 4 - 3D Quadrotor Estimation

flying_car

flying car materials from Udacity flying car nano degree.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis https://orange.biolab.si

projects-deep-reinformance-learning

quantile-regression-tensorflow

Implementations of Quantile Regression

self-learning

somoclu

Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters

tensorflow

Computation using data flow graphs for scalable machine learning

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

udacity-deep-reinforcement-learning

My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow