sucrerouge,github

10_days_of_deep_learning

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

3d-convolutional-speaker-recognition

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

abssynthe

controller synthesis from succinct safety specifications

adaptive-traffic-signal-control-using-reinforcement-learning

This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellman Equation (Q-Learning).

adaptive_and_fault_tolerant_flight_control_systems

Adaptive and fault tolerant flight control with Adaptive Neural Networks

adversarialnetspapers

The classical papers and codes about generative adversarial nets

ai-car-control

LSTM neural network to control a car in Unity racing

airgym

AirSim with openAI gym and keras-rl integration for autonomous copter RL

airsim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

alphapose

Real-Time Multi-Person Pose Estimation System

alphatoe

Applying the deep learning techniques from Alpha Go to play tic-tac-toe

amachinelearningwalkthrough

This repository contains programs that are often used in machine learning problems implemented with minimal dependencies.

analytical-wrench-cone

Analytical formula of the wrench friction cone for surface contacts

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

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

audio-classification

:musical_score: Environmental sound classification using Deep Learning with extracted features

audio-event-detection

Detection of events described by hidden (semi-)Markov models in an audio stream

audio_classification

CNN 1D vs 2D audio classification

autocar

Artificial Neural Networks based autonomous remote controlled car

autonomous-robot-navigation-using-deep-learning-vision-landmark-framework

Autonomous Robot Navigation using Tensorflow Incpetion V3 Image Recognition Engine and Robot Operating System (ROS)

autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

awesome-community-detection

A curated list of community detection research papers with implementations.

awesome-gans

Awesome Generative Adversarial Networks with tensorflow

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-hacking

A collection of various awesome lists for hackers, pentesters and security researchers

awesome-math

A curated list of awesome mathematics resources

awesome-neurocontrol

A curated list of neural applications in control theory and practice

babi-tasks

Task generation for testing text understanding and reasoning

began

Boundary Equibilibrium Generative Adversarial Networks Implementation in Tensorflow

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