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95 search results found

Flowtron ⭐ 789

Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

Transportationnetworks ⭐ 618

Transportation Networks for Research

Pytorch Normalizing Flows ⭐ 486

Normalizing flows in PyTorch. Current intended use is education not production.

Aeropython ⭐ 418

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

Floweaver ⭐ 395

View flow data as Sankey diagrams

Ransac Flow ⭐ 352

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

Tfoptflow ⭐ 330

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

Neural Ordinary Differential Equations ⭐ 235

Sample implementation of Neural Ordinary Differential Equations

Tartanair_tools ⭐ 233

TartanAir dataset tools and samples

Expansion ⭐ 156

Upgrading Optical Flow to 3D Scene Flow through Optical Expansion, CVPR 2020 (Oral).

Segflow ⭐ 152

Demo code of the paper "SegFlow: Joint Learning for Video Object Segmentation and Optical Flow", in ICCV 2017

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Normalizing Flows ⭐ 135

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

Optical Flow Filter ⭐ 133

A real time optical flow algorithm implemented on GPU

Manifold Flow ⭐ 131

Manifold-learning flows (ℳ-flows)

Predictive Filter Flow ⭐ 108

Predictive Filter Flow for fully/self-supervised learning on various vision tasks

Normalizing Flows ⭐ 108

Understanding normalizing flows

Covid19usflows ⭐ 107

Multiscale Dynamic Human Mobility Flow Data in the U.S. during the COVID-19 epidemic

Pytorch_flows ⭐ 80

Implementation and tutorials of normalizing flows with the novel distributions module

Flowcytometrytools ⭐ 77

A python package for visualization and analysis of high-throughput flow cytometry data

Botnet Detection Using Machine Learning ⭐ 76

Repository of Bachelor's Major Project on Botnet Detection

Pytorchdiscreteflows ⭐ 68

Discrete Normalizing Flows implemented in PyTorch

Attention_flow ⭐ 68

Flows_ood ⭐ 65

Action Faster Rcnn ⭐ 57

Speedchallenge ⭐ 54

Labelfree Dnn Surrogate ⭐ 46

Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning

Turbulent Flow Net ⭐ 42

Pystokes ⭐ 39

PyStokes: phoresis and Stokesian hydrodynamics in Python

1dbloodflowpinns ⭐ 38

Stochastic_normalizing_flows ⭐ 37

Stochastic Normalizing Flows

An analytic element model for steady multi-layer flow

Rans_channel ⭐ 34

Solves RANS-equations for fully developed turbulent channel flow with variable properties

Oemof Examples ⭐ 33

A collection of oemof examples and notebooks.

Watson Nao Robot ⭐ 31

Use a robot to answer queries on financial data by integrating with the IBM Watson Assistant service and IBM Watson Studio

Mpl_sankey ⭐ 30

A matplotlib-based library to produce sankey plots

An annotation and instance segmentation-based multiple animal tracking and behavior analysis package.

Optimal Transport ⭐ 28

Optimal transport and generalizations

Potentialflow.jl ⭐ 28

a scaffolding for building inviscid flow models

Practicing Python 3 ⭐ 28

Learn Python from zero to intermediate! 🚀

Energysystemmodelling ⭐ 28

Resources for the Energy System Modelling course by Tom Brown at Karlsruhe Institute of Technology (2020).

Normalizing flows for neural importance sampling

Net_intrusion_detection ⭐ 27

Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution

Flowrisk ⭐ 24

A Python Implementation of Measures for Order Flow Risk, e.g. VPIN

Assistant Dialog Flow Analysis ⭐ 24

Dialog Flow Analysis Notebook for Watson Assistant

Pwcnet Tf2 ⭐ 23

TensorFlow-based implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume".

C1 Action Recognition Tsn Trn Tsm ⭐ 22

EPIC-Kitchens-100 Action Recognition baselines: TSN, TRN, TSM

Transientgroundwaterflow ⭐ 21

Transient Groundwater Flow Short Course (Module 3 at UNESCO-IHE, Delft, Netherlands)

Flownetwork ⭐ 21

A python package for flow network analysis

Pyflowsheet ⭐ 20

A python package for drawing process flow diagrams

Safewithdrawal_tensorflow ⭐ 20

Safe Withdrawal with Certainty Equivalent Cash Flow and TensorFlow

Neuralct ⭐ 19

Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows

Variational Autoencoders & Normalizing Flows Project

Tennis_action_recognition ⭐ 16

Using deep learning to perform action recognition in the sport of tennis.

Normalizing Flows in PyTorch

Normalizing Flows ⭐ 15

Implementations of normalizing flows using python and tensorflow

Flow Physics and Aeroacoustics Toolbox with Python

Deepgravity ⭐ 14

a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information"

Ml Navigator ⭐ 14

Open source tutorial-based Machine Learning framework

Elec0447 Analysis Power Systems ⭐ 13

This is an introductory course on Power systems analysis given at Master's level at ULiège.

Kinetics I3d Pytorch ⭐ 12

Flow Shop Scheduling ⭐ 12

Genetic Algorithm for Flow Shop Scheduling

Cs294 158 Homeworks ⭐ 12

My homework solutions for UC Berkeley CS294: deep unsupervised learning

Lstm_rom_arxiv ⭐ 12

A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269

Turbulent Flow Nets ⭐ 11

Towards Physics-informed Deep Learning for Turbulent Flow Prediction

Glow Realnvp Tutorial ⭐ 11

Glow and RealNVP with tensorflow 2.0 and tensorflow probability

Perceive ⭐ 10

PERCEIVE is a project incubator inspired by Apache Incubator and Stack Exchange's Area 51. It serves as a staging zone repository for the project early ideas.

Cgat Flow ⭐ 10

cgat-flow repository

Mf6flopy2019_classrepo ⭐ 10

Class repository for the MODFLOW 6 / Flopy workshop held in Delft, the Netherlands during the week of March 25, 2019

Planar Flow Pytorch ⭐ 9

Pytorch implementation of Planar Flow

Semidefinite relaxation of optimal power flow problems

Live Streaming Of Iot Data Using Streaming Analytics ⭐ 8

Live streaming IoT data

Image_warping ⭐ 8

To explain the process of warping an image using optical flow of the sequence

Kernelflows ⭐ 8

Flow Test Practice ⭐ 7

Mock test for Flow Traders mental maths test

Emotion_flow ⭐ 7

Comma Speed Challenge ⭐ 7

Ryan's contributions to the Comma.ai speed challenge

Notebooks_review2019 ⭐ 7

These Python notebooks reproduce some figures in the following preprint using the libraries pyMOU and NetDynFlow: https://www.biorxiv.org/content/10.1101/531830v2

Neural Networks With Tensorflow ⭐ 7

This is a good tutorial for hands-on tensor flow and tflearn for deep learning applications. This repository contains implementation of simple neural networks, CNNs and RNNs using tensor flow and tflearn libraries.

LOFT - Lagrangian Offline Flow Trajectories

Viscous liquid flow prediction using neural network

Normalizing Flows ⭐ 6

This repository offers an implementation of some common architectures for normalizing flows.

Workout Movement Counting ⭐ 6

Counting number of movements during workout using Deep Learning and Computer Vision techniques

Gnn Spacetimegraphs ⭐ 6

Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow on PEMS-Bay, METR-LA and Seattle Loop Datasets

A build to make more indicated to our system

Covfefe Flow ⭐ 5

@realDonaldTrump 😤 fake tweet autocompleter 🤖

Delft3d Python Thesis ⭐ 5

Some Python scripts & notebooks for Delft3D4-FLOW turbidity current simulations

Jabr Power Flow ⭐ 5

A Python implementation of a conic programming formulation to the power flow problem on tree networks, as described by Rabih Jabr.

Codes for "Understanding MCMC Dynamics as Flows on the Wasserstein Space" (ICML-19)

Planar Flows ⭐ 5

PyTorch implementation of planar flows

Predicting speed of cars using optical flow analysis and Convolutional neural networks

Deezerflowreco ⭐ 5

Molecular Dynamic With Tensorflow ⭐ 5

Molecular Dynamic (M.D) with tensorflow: Tensor Graph flow demonstration of the molecular dynamic model

Python For Data Analysis ⭐ 5

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