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inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

irl

A collection of IRL implementations and experiments

irl-imitation

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

labelbox

Labelbox is the fastest way to annotate data to build and ship computer vision applications.

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

masktrackrcnn

MaskTrackRCNN for video instance segmentation based on mmdetection

medirl-eyecar

mmsa

CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotations of Modality (ACL2020)

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

multimodal-transformer

[ACL'19] [PyTorch] Multimodal Transformer

multitask-and-transfer-learning

Benchmark and build RL architectures that can do multitask and transfer learning.

netwulf

Interactive visualization of networks based on Ulf Aslak's d3 web app.

nmt

TensorFlow Neural Machine Translation Tutorial

parallel-k-means-mpi-c

Implementation of Parallel K-Means Algorithm using MPI-C

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

personalizedmultitasklearning

Code for performing 3 multitask machine learning methods: deep neural networks, Multitask Multi-kernel Learning (MTMKL), and a hierarchical Bayesian model (HBLR).

pygazeanalyser

Analysis and high-level plotting toolbox for eye-tracking data

qpic

Repo for CVPR2021 paper "QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information"

r34-data

This is the knowledge base for R34 dataset cleaning.

rapids

Reproducible Analysis Pipeline for Data Streams

rasa-for-beginners

Rasa for Beginners

rcnn-vehicle-tracking-lane-detection

Vehicle Detection using Mask R-CNN and Computer Vision based Lane Detection

rrest

Algorithms to estimate respiratory rate from physiological signals

scanpath_prediction

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

shap

A game theoretic approach to explain the output of any machine learning model.

shimmer

An application for reading health data from third-party APIs.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

tased-net

Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection (ICCV 2019)