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kaggle-competition-sberbank

Top 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market

kaggle-recruit-restaurant

:trophy: Kaggle 8th place solution

laplacianmeshdeformer

mesh-deforming

neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

newyorkcitytaxifare

Deep Learning using Tensorflow for the "New York City Taxi Fare Prediction" Kaggle competition.

newyorkcitytaxifareprediction

This is a Kaggle dataset consisting of 55M rows of training dataset. The test dataset consists of 10k rows. The goal of this project is to predict the taxi fare using the pickup and dropoff features. The dataset consists of 6 input features and the fare_amount is the target variable.

nmt

TensorFlow Neural Machine Translation Tutorial

nonstationarybandit

Non stationary bandit for experiments with Reinforcement Learning

octet

opencloth

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

overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

NLP tutorial

ppg

pythonfbx

6uu6

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

q_learning_robot

implement the Q-Learning and Dyna-Q solutions to a navigation problem

racing_car

Dynamic damages to car

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

reinforcement-multiarm-bandit

Multi-Arm Bandit Agent with reinforcement learning solution

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-book-exercises

My Solutions to Sutton and Barto exercises, 2nd edition

rppg

rppg_cnn

santander-value-prediction

Santander Value Prediction Kaggle Challenge (2018)

sapelli

seq2seq.pytorch

Sequence-to-Sequence learning using PyTorch

sfas-game-attempted

SFAS incomplete

sph