petrosgk

Kaggle-Carvana-Image-Masking-Challenge

Solution based on U-Net for the Kaggle Carvana Image Masking Challenge

MalmoRL

A framework for training Reinforcement Learning agents in Minecraft with Project Malmö

Kaggle-Cdiscount-Image-Classification-Challenge

lmsor_ncgpu14

Hybrid OpenMP-CUDA implementation of the Modified SOR method for solving the Convection Diffusion Equation

AudioRL

A Deep Reinforcement Learning Approach to Audio-based Navigation in a Multi-speaker Environment

Atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Automated-Identification-of-features-in-eye-fundus-images

Implementation in MATLAB and OpenCV of the identification algorithm

SED_RL_post_processing

Improving Post-processing of Audio Event Detectors using Reinforcement Learning

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

aisera_nlp_project

AISERA NLP coding project

Atmospheric-Model-Simulation

Multithreaded (MPI/OpenMP/CUDA) implementation of the simulation

DeepQLearning

A powerful machine learning algorithm utilizing Q-Learning and Neural Networks, implemented using Torch and Lua.

dqn-in-the-caffe

An implementation of Deep Q-Network using Caffe

gym

A toolkit for developing and comparing reinforcement learning algorithms.

icml2016-minecraft

Implementation of "Control of Memory, Active Perception, and Action in Minecraft"

Kaggle-Understanding-the-Amazon-from-Space

KMeansClustering

KMeans clustering in Eigen.

L-Game-DQN

Implementation of the L Game using Deep-Q Learning.

lua-heaps

Binary and skew heaps

malmo-challenge

Malmo Collaborative AI Challenge with Augmented AStar agent

malmomo

deep RL hacking on minecraft with malmo

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

RL_experiments

Deep RL + VQAE experiments on Minecraft and Atari environments

rlenvs

Reinforcement learning environments for Torch7

SIRENE

Neutrino Detector Simulation Software - Multithreaded implementation

tensorflow

An Open Source Machine Learning Framework for Everyone

torch7

http://torch.ch

ultrasound-nerve-segmentation

Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras

X-CLIP

An official implementation for "X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval"