Neural network strategy for Gekko

Educational resources related to ArviZ

Object detection, 3D detection, and pose estimation using center point detection:

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

Mapping a variable-length sentence to a fixed-length vector using BERT model

A tutorial for Automatic Text Summarization using TextRank algorithm.

Papers with code. Sorted by stars. Updated weekly.

Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

The Natural Language Decathlon: A Multitask Challenge for NLP

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Image Caption using keras, VGG16 pretrained model, CNN and RNN

Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

Keras implementation of Deeplab v3+ with pretrained weights

Transfer pre-trained VRN model from torch to Keras/Tensorflow

CNN image classificator based on Cars Dataset from Stanford and pretrained CNN models in Keras

Keras Vgg16 imagenet pretrained - new top classifier : grown/unripe tomatoes

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Non-official client to get some info about products sold on Amazon

ML.NET is an open source and cross-platform machine learning framework for .NET.

PyTorch implementations of Generative Adversarial Networks.

NLP made easy

Learning to See in the Dark. CVPR 2018

Jupyter metapackage for installation, docs and chat

NLP Architect by Intel AI Lab: A Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!