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irl-imitation

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

ising2d

Monte Carlo Simulation of the Ising Model in 2D

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

isorender

An isosurface visualization program.

ispm

Intrinsic Spatial Pyramid Matching (ISPM) on 3D meshed surfaces.

javascript-datastructures-algorithms

:books: collection of JavaScript and TypeScript data structures and algorithms for education purposes. Source code bundle of JavaScript algorithms and data structures book

joint_estimation_of_room_geometry_and_modes

julia-ising

2D Ising model implementation in Julia

k-clique-graphs-dense-subgraphs

kalman_filter

Kalman filter in python (Based on Kevin Murphy's code)

kdnet.pytorch

implementation "Escape from Cells: Deep Kd-Networks for The Recognition of 3D Point Cloud Models" in pytorch

kdnets

Kd-Networks

kdtree

A Python implementation of a kd-tree

keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

keras-segnet

SegNet model implemented using keras framework

kernelmatching

Implementation of Efficient Deformable Shape Correspondence via Kernel Matching (https://arxiv.org/abs/1707.08991).

kitti2bag

Convert KITTI dataset to ROS bag file the easy way!

kittiseg

A Kitti Road Segmentation model implemented in tensorflow.

kmeans

K Means Clustering with Python

krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

kubernetes-gpu-guide

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

labelme

Image Polygonal Annotation with Python.

labelmeannotationtool

Source code for the LabelMe annotation tool.

laplacian-mesh-processing

latent-attention

Attention on the latent vector for a VAE

latent_3d_points

Auto-encoding & Generating 3D Point-Clouds.

latex-resources

Collection of LaTeX resources and examples.

lattice-boltzmann-fluid-flow-in-tensorflow

A Lattice Boltzmann fluid flow simulation written in Tensorflow.

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.