202 Open source projects that are alternatives of or similar to Spektral

Locally Private Graph Neural Networks (ACM CCS 2021)

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

This project is for a Twitter bot that monitors a bird feeder in my backyard. Any detected birds are identified and posted to Twitter.

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

Food Vision project for mobile devices using TensorFlowJS

Combining relational context and relational paths for knowledge graph completion

Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

Attention OCR in Tensorflow 2.0

物体検出を用いてNARUTOの印(子～亥、壬、合掌)を検出するモデルとサンプルプログラムです。このリポジトリでは、YOLOXを使用しています(This is a model and sample program that detects NARUTO's hand sign using object detection. This repository use YOLOX.)

Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

Combining relational context and relational paths for knowledge graph completion

Graph-based Deep Q Network for Web Navigation

⌛ Introducing Self-Attention to Target Attentive Graph Neural Networks (AISP '22)

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Text Classification in Turkish Texts with Bert

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

Codes for "Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks" paper

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

No description or website provided.

TrackNet for badminton tracking using tensorflow2

Summary of open source code for deep learning models in the field of traffic prediction

A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+

Implementing "The Lottery Ticket Hypothesis" paper by "Jonathan Frankle, Michael Carbin"

An End-to-End Machine Learning Library to Optimize AUC (AUROC, AUPRC).

Face Recognition using the FaceNet model and MLKit on Android.

Inductive relation prediction by subgraph reasoning, ICML'20

詳解ディープラーニング 第2版

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Source code and datasets for ACL 2020 paper: Neighborhood Matching Network for Entity Alignment.

🗣️ NALP is a library that covers Natural Adversarial Language Processing.

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

Tensorflow implementation of MIRNet for Low-light image enhancement

Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences

TensorFlow installation wheels for Raspberry Pi 64 OS

links to conference publications in graph-based deep learning

ProteinGCN: Protein model quality assessment using Graph Convolutional Networks

Implement of DiGCN, NeurIPS-2020

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

BlazePose - Super fast human pose detection on Tensorflow 2.x

Implementation of Directional Graph Networks in PyTorch and DGL

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

Efficient implementation of YOLOV5 in TensorFlow2

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

Adversarial Generation of Handwritten Text Images

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

[IJCAI 2019] Source code and datasets for "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification"

Implementation of "Overlapping Community Detection with Graph Neural Networks"

A reading list for deep graph learning acceleration.

self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.

Graph Neural Network Library for PyTorch

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)