ilovescienceandpython,github

arc-theme-red

A red themed derivation of https://github.com/horst3180/arc-theme

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning, Machine Learning and Artificial Intelligence tutorials - originally created by Donne Martin and will be expanded in areas of AI/Deep Learning / Machine Vision and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until atleast 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

auto_ml

Automated machine learning for analytics & production

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bitarray

efficient arrays of booleans for Python

boo

The Boo Programming Language.

car-behavioral-cloning

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

carnd-behavioral-cloning-p3

Starting files for the Udacity CarND Behavioral Cloning Project

deep_q_rl

Theano-based implementation of Deep Q-learning

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dmtk

Microsoft Distributed Machine Learning Toolkit

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

elephas

Distributed Deep learning with Keras & Spark

esp8266_deauther

ESP8266 deauther

ga3c

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gmpy

Automatically exported from code.google.com/p/gmpy

gulp

The streaming build system

gym

A toolkit for developing and comparing reinforcement learning algorithms.

how_to_simulate_a_self_driving_car

This is the code for "How to Simulate a Self-Driving Car" by Siraj Raval on Youtube

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-inception-resnetv2

Keras implementation of Google's inception-resnet-v2 Architecture

keras-resnet

:bullettrain_side: Residual wrapper for Keras

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

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