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assumed-density-filtering

attentionmnistseq2seq

Use encoder-decoder with Bahdanau attention to predict MNIST digits sequence

autonomousmerging.jl

Implementation of a highway merging scenario

chatbot-startkit

This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.

crnn-ped

deep-autonomous-driving-papers

A curated list of papers of deep learning in autonomous driving papers :oncoming_automobile:

encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

gaussianprocesses

Python3 project applying Gaussian process regression for forecasting stock trends

google-cloud

gym

A toolkit for developing and comparing reinforcement learning algorithms.

helloadf

Matlab Codes for assumed density filtering

im2latex

Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

lanechange_miqp

mdp-representation

mxu34.github.io

my_ped

next-prediction

Code and model for "Peeking into the Future: Predicting Future Person Activities and Locations in Videos", Liang et al, CVPR 2019

pedestrian-trajectory-prediction-based-on-seq2seq-models

rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

road_lane_line_detection

Find lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms

safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

seq2seq

Attention-based sequence to sequence learning

seq2seq_chatbot

使用tensorflow构建的seq2seq+attention+beansearch 的聊天机器人模型

seq2seq_chatbot_new

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

smarts

Scalable Multi-Agent RL Training School for Autonomous Driving

social-lstm-tf

Tensorflow implementation of the Social LSTM model

tensorflow-seq2seq

Seq2seq, attention, beam_search

text2phones

Attentional Neural Network that translates text to phones.

trafficnet-query

TrafficNet is a large-scale and extensible library of naturalistic driving scenarios, aiming at bridging the gap between research data sets and practically usable information for vehicle engineers and researchers.