Tensorflow
TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.
- GitHub: https://github.com/topics/tensorflow
- Wikipedia: https://en.wikipedia.org/wiki/TensorFlow
- Repo: https://github.com/tensorflow
- Created by: Google Brain Team
- Released: November 9, 2015
- Aliases: tensorflow-tutorials, tensorflow-experiments, tensorflow-models, tensorflow-examples, tensorflow-1-0, tensorflow-tutorial,
- Last updated: 2026-07-02 00:30:51 UTC
- JSON Representation
https://github.com/norman-thomas/tensorflow-gpu-mac
compiled TensorFlow 1.3 and 1.4 pip wheels for macOS with GPU (CUDA) support
macos pip python-3-5 python-3-6 tensorflow wheel
Last synced: 27 Oct 2025
https://github.com/rzeldent/esp32cam-persondetection
Excercise/Test project using esp32cam and tensorflow to detect people.
arduino deep-learning esp32 esp32cam platformio tensorflow tensorflow-exercises tensorflow-lite
Last synced: 13 Jun 2025
https://github.com/vivek3141/forest-fire-predictor
Predict the damage done by forest fires using Deep Learning.
flask heroku html js keras machine-learning python tensorflow webapp
Last synced: 14 Mar 2025
https://github.com/frogermcs/tflite-checker
Inspecting *.tflite models to get enough knowledge for implementing them in Android apps.
android colab-notebook jupyter-notebook tensorflow tensorflow-lite
Last synced: 27 Jun 2025
https://github.com/chandraprakash-bathula/apparel-recommendations
This project implements a personalized apparel recommendation engine using content-based search with the Amazon API, NLTK, and Keras libraries.
boxplot cnn-keras data-analysis data-science deep-learning linear-regression machine-learning numpy pandas scatter-plot scikit-learn svm tensorflow xgboost
Last synced: 23 Mar 2025
https://github.com/qengineering/tensorflow-jetsonnano
TensorFlow installation wheels for Jetson Nano
cpp jetson-nano jetson-xavier jetson-xavier-agx pip python python3 tensorflow tensorflow-2-3 tensorflow-2-4 wheel whl
Last synced: 26 Jul 2025
https://github.com/SimLeek/displayarray
A OpenCV interface to display tensors, multiple cameras, and so on.
display-tensors numpy python pytorch tensorflow video webcam
Last synced: 01 Nov 2025
https://github.com/croath/han
Using Tensorflow to train a model to detect miswritten Chinese characters.
chinese cnn deep-learning handwriting tensorflow
Last synced: 23 May 2026
https://github.com/wzh99/DCP-TF
SJTU CS473 Project: Implementation of Deep Closest Point in TensorFlow, and its comparison with other registration methods.
deep-learning point-cloud-registration tensorflow tensorflow-graphics
Last synced: 12 Apr 2025
https://github.com/Bakuutin/lstm_text_generator
Neural network powered telegram bot
lstm machine-learning rnn telegram tensorflow
Last synced: 27 Mar 2025
https://github.com/sayannath/identical-image-retrieval
Identical-Image-Retrieval using Deep Learning
deep-learning image-retrieval keras tensorflow
Last synced: 12 May 2025
https://github.com/mokkemeguru/tfgenzoo
Library about construction helper for Generative models e.g. Flow-based Model with Tensorflow 2.x.
flow flow-based flow-based-model tensorflow
Last synced: 10 Mar 2026
https://github.com/tarasyarema/tensorblock
Crazy multi-timeline platform game.
blockchain express game mongoose tensorflow threejs
Last synced: 26 Jan 2026
https://github.com/luickk/sound-classification_rnn
RNN to classify accents by using YouTube Biritsh and American training samples
Last synced: 12 Apr 2025
https://github.com/tzolov/spring-boot-tensorflow-demo
Spring Boot and Tensorflow demos for Image-Recognition, Pose-Estimation, Object-Detection, Instance-Segmentation
computer-vision image-recognition instance-segmentation object-detection pose-estimation spring-boot spring-cloud-dataflow tensorflow
Last synced: 21 Apr 2025
https://github.com/RyanCCC/yolo-series
YOLO算法的实现
computer-vision deep-learning object-detection object-tracking pytorch tensorflow yolo
Last synced: 20 Apr 2025
https://github.com/bhattbhavesh91/doctr-ocr-tutorial
This repository contains a notebook to demonstrate the power of Document Text Recognition (DocTR) library
deep-learning document-detection ocr ocr-recognition optical-character-recognition python tensorflow text-detection text-detection-recognition text-recognition
Last synced: 10 Jun 2025
https://github.com/matlab-deep-learning/image-classification-in-matlab-using-converted-tensorflow-model
This repository shows how to import a pretrained TensorFlow model in the SavedModel format, and use the imported network to classify an image.
deep-learning example image-classification matlab model-converter pretrained-models tensorflow
Last synced: 07 May 2025
https://github.com/tiagoprata/fastapi-tensorflow-docker
Enables the use of TensorFlow for object identification via UI interface or via POST requests. Using Python FastAPI, TensorFlow, IntelIA TensorFlow-Serving, R-FCN and Docker
docker fastapi flask intelai pipenv python r-fcn rfcn tensorflow tensorflow-serving
Last synced: 12 Apr 2025
https://github.com/ofnote/lightex
A Flexible, Modular ML Experiment Framework
data-scientist docker experimentation expt-manager job-dispatcher kubernetes machine-learning modular pytorch storage-virtualization tensorflow visualizers
Last synced: 23 Aug 2025
https://github.com/engageintellect/stonk-ai
An AI-powered Stock sentiment and technical analysis engine. Powered by Sveltekit, Python, OpenAI, and TensorFlow.
ai chatgpt fastapi finance nginx numpy openai python stocks svelte sveltekit systemd tensorflow typescript ubuntu uvicorn
Last synced: 21 Apr 2025
https://github.com/rattydave/pi-object-detection
Raspberry Pi Object detection.
artificial-intelligence object-detection raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberry-pi-camera tensorflow tensorflow-examples
Last synced: 09 Jul 2025
https://github.com/aggrathon/gantexturegenerator
Generate textures and images using a Generative Advisarial neural Network
ai gan machine-learning neural-network python python3 tensorflow
Last synced: 13 Jul 2025
https://github.com/omarsar/nlp_with_tensorflow
NLP tutorials I have written using TensorFlow
cnn deep-learning nlp rnn tensorflow
Last synced: 10 Apr 2025
https://github.com/ata-turhan/cifar10-image-classification
Convolutional Neural Network for CIFAR-10 image classification with data augmentation and optimized Keras model.
cifar10 image-classification machine-learning python tensorflow
Last synced: 03 Apr 2025
https://github.com/jasmcaus/canaro
A Python library including support for Deep Learning models built using the Keras framework
computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow
Last synced: 13 Apr 2025
https://github.com/deepraj1729/tchatbot-api
A Flask REST API to serve trained ChatBots using Tensorflow Serving and Docker Containers
api-rest chatbot deep-learning flask flask-restful framwork keras nlp preprocessing requests tensorflow tf-serving
Last synced: 01 May 2025
https://github.com/dwhitena/ai-classroom
Code examples for the live, online AI Classroom training:
ai artificial-intelligence data-science machine-learning python pytorch tensorflow
Last synced: 07 Mar 2026
https://github.com/balena-io-experimental/movidius-rpi3-demo
An example project using a tensorflow model and Movidius NCS to do object recognition RPI camera module stream
movidius object-recognition opencv raspberry-pi raspberry-pi-camera tensorflow
Last synced: 28 Oct 2025
https://github.com/chrissi2802/wisdm---biometric-time-series-data-classification
Deep learning, classification on the WISDM dataset
cnn dataset deep-learning gpu gru kaggle lstm neuronal-networks python pytorch tensorflow time-series
Last synced: 10 Apr 2025
https://github.com/bryanlimy/rnn-lie-detector
TensorFlow RNN-based Lie Detector on the CSC Deceptive Speech Dataset
gru lstm neural-network nlp rnn tensorflow
Last synced: 07 May 2025
https://github.com/changwookjun/cs20
CS20 (Tensorflow) 정리
cs20 deep-learning ipynb tensorflow
Last synced: 07 May 2025
https://github.com/neoanarika/implementing-the-powersign-and-addsign-rule
Implementing the update rule found in Neural Optimizer search with Reinforcement learning
deep-learning neural-architecture-search pytorch tensorflow
Last synced: 01 May 2025
https://github.com/sayakpaul/adversarial-examples-in-deep-learning
Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).
adversarial-examples adversarial-training keras neural-structured-learning tensorflow
Last synced: 07 May 2025
https://github.com/ehofesmann/PawPal
Entertaining and Training your dog while you are away.
activity-recognition biting c3d darkflow dog mpact pawpal pet python surveillance tensorflow yolo
Last synced: 18 Mar 2025
https://github.com/prodeveloper0/uniqueprintv1
Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019
biometric cgan fingernet fingerprint gan tensorflow
Last synced: 07 May 2025
https://github.com/eth-cscs/tensorflow-training
Multi-GPU training with TensorFlow on Piz Daint
Last synced: 04 Apr 2025
https://github.com/ksalama/tfx-workshop
Machine Learning with TensorFlow Extended (TFX) Pipelines
machine-learning mlops pipeline tensorflow tfx
Last synced: 29 Oct 2025
https://github.com/redisai/jredisai
Java client for RedisAI
java-client onnxruntime pytorch redisai tensorflow
Last synced: 27 Jun 2025
https://github.com/gokulkrishh/tensorflow-find-object
📸 A simple application to demonstrate TensorflowJS using mobile net model to predict objects via camera API.
tensorflow tensorflow-examples tensorflow-tutorials tensorflowjs
Last synced: 31 Jan 2026
https://github.com/sayakpaul/adamatch-tf
Includes additional materials for the following keras.io blog post.
keras semi-supervised-learning tensorflow unsupervised-domain-adaptation vision weak-supervision
Last synced: 05 Mar 2026
https://github.com/prithivsakthiur/magic-eraser-tool
You don't have to worry about mastering photo editing techniques to remove an object from your photo. ** Simply mark over the areas you want to erase, and our AI will take care of the rest.
app docker eraser magic ml numpy python streamlit streamlit-webapp tensorflow
Last synced: 06 May 2025
https://github.com/pydevcasts/mlhub
MLHub is a collection of impactful machine learning projects designed for learners and enthusiasts in the field of data science. Our goal is to provide accessible and hands-on experiences that help individuals understand the fundamentals of machine learning and data analysis.
chatbot cnn deep-learning fsrcnn llm machine-learning-algorithms ml python srcnn tensorflow
Last synced: 01 Aug 2025
https://github.com/dermatologist/skinmesh
skinmesh: Machine learning for facial analysis
cosmetics dermatology facial-landmarks react tensorflow
Last synced: 20 Mar 2025
https://github.com/arguiot/neuron
A tiny and very high level transfer learning library for image classification 📚
coreml image-classification machine-learning tensorflow
Last synced: 11 Apr 2025
https://github.com/mingtaoguo/contextencoder_cat-s_head_inpainting_tensorflow
Inplementing the paper 'Context Encoders: Feature Learning by Inpainting' by TensorFlow
context-encoders gan generative-model image-inpainting tensorflow
Last synced: 10 Jul 2025
https://github.com/sayakpaul/cait-tf
Implementation of CaiT models in TensorFlow and ImageNet-1k checkpoints. Includes code for inference and fine-tuning.
class-attention deeper-vits image-recognition imagenet-1k self-attention tensorflow vision-transformers
Last synced: 03 Mar 2026
https://github.com/RayXie29/Kaggle-Peking-University-Baidu-Autonomous-Driving-32-place-solution
3D car detection competition on Kaggle : https://www.kaggle.com/c/pku-autonomous-driving/overview
3d-object-detection camera-rotation centernet kaggle-competition keras tensorflow unetplusplus
Last synced: 20 Mar 2025
https://github.com/hatashiro/futaba
TensorFlow.js Example for Color Personalization
personalization tensorflow tensorflowjs
Last synced: 14 Jul 2025
https://github.com/bbva/openshift-utils
Openshift resources
aws-ecr cuda-toolkit kafka nvidia-gpu openshift tensorflow zookeeper
Last synced: 21 Jun 2025
https://github.com/edaaydinea/op1-prediction-of-the-different-progressive-levels-of-alzheimer-s-disease
This is an optional model development project on a real dataset related to predicting the different progressive levels of Alzheimer’s disease (AD).
alzheimer-disease-prediction anova-test catboost-classifier chi-square-test data-science deep-neural-networks keras-neural-networks lightgbm-classifier logistic-regression machine-learning multi-layer-perceptron-classifier neural-networks random-forest-classifier tensorflow xgboost-classifier
Last synced: 11 Apr 2025
https://github.com/sayannath/convmixer-tensorflow
Implementation of ConvMixer-Patches Are All You Need? in TensorFlow and Keras
attention cifar100 convmixer convolution deep-learning iclr iclr2022 machine-learning mlp patches tensorflow vision-transformer
Last synced: 12 May 2025
https://github.com/cainmagi/mdnt
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit
Last synced: 05 Oct 2025
https://github.com/netrack/tensorcraft
TensorCraft is an AIO server for Keras models
aio keras keras-models machine-learning python3 tensorflow
Last synced: 26 Oct 2025
https://github.com/unity-technologies/go-tensorgen
Lightweight tool that generates Go structures and Tensorflow inference execution code from SavedModel
cgo codegen codegenerator go golang savedmodel tensorflow
Last synced: 19 Oct 2025
https://github.com/akb89/word2vec
Re-implementation of Word2Vec using Tensorflow v2 Estimators and Datasets
tensorflow tensorflow-datasets tensorflow-estimators tensorflow2 word2vec
Last synced: 14 Mar 2026
https://github.com/lucko515/speech-commands-recognition
Recognizing common speech commands using Keras and Tensorflow.
convolutional-neural-networks gru keras lstm mfcc recurrent-neural-networks speech-recognition speech-to-text tensorflow
Last synced: 03 Mar 2026
https://github.com/pitmonticone/reddittextclassification
Reddit Gender Text-Classification.
algorithms artificial-intelligence computer-science data-analysis data-mining data-science data-visualization jupyter-notebook keras-tensorflow language-model machine-learning modeling natural-language-processing neural-network nlp python reddit scikit-learn spacy-nlp tensorflow
Last synced: 24 Oct 2025
https://github.com/tanyachutani/image-colorization-tf2.x
A Tensorflow 2.x implementation of Pix2pix GAN.https://arxiv.org/abs/1611.07004
gan gan-tensorflow gan-tutorial image-colorization pix2pix pix2pix-tensorflow tensorflow tensorflow2
Last synced: 03 Mar 2026
https://github.com/en10/kerasinception
Google Inception-V3 with Keras
image-classification image-recognition inception-v3 inceptionv3 keras keras-tensorflow tensorflow
Last synced: 12 Mar 2026
https://github.com/leereilly/octocat-classifier
Hold a sticker, photograph, drawing, or anything really up your camera and we'll tell you if it's an Octocat.
octocats tensorflow tensorflowjs
Last synced: 29 Oct 2025
https://github.com/wilsonwang371/jetsontx2fordeeplearning
Scripts for setting up Jetson TX2 with OpenCV Tensorflow & Keras for deep learning
jetson-tx2 keras opencv opencv-python tensorflow
Last synced: 16 May 2025
https://github.com/HenryNdubuaku/halo
A Library That Uses Quantized Diffusion Model With Clustered Weights For Efficiently Generating More Image Datasets On-Device.
computer-vision data-augmentation diffusion-models generative-model keras machine-learning pyhton tensorflow
Last synced: 03 Aug 2025
https://github.com/nikhilroxtomar/attention-mechanism-implementation
Implementation of different attention mechanisms in TensorFlow and PyTorch.
attention-mechanism pytorch squeeze-and-excitation tensorflow
Last synced: 26 Jul 2025
https://github.com/chen0040/unity-tensorflow-samples
Unity project that loads pretrained tensorflow pb model files and use them to predict
pretrained-models tensorflow tensorflowsharp unity unity-ml unity-tensorflow
Last synced: 15 Aug 2025
https://github.com/minar09/pgn_tf
Part Grouping Network (PGN) implementation in TensorFlow, for custom parsing dataset
cihp custom-dataset human-parsing human-segmentation inference parsing pgn segmentation tensorflow tensorflow-gpu testing tf
Last synced: 27 Jul 2025
https://github.com/huyz1117/BAM
Implementation of BAM: Bottleneck Attention Module with TensorFLow
attention-mechanism bam tensorflow
Last synced: 07 May 2025
https://github.com/mukeshmithrakumar/scientific
TensorFlow scientific is a library for scientific computing
python tensorflow tensorflow-scientific
Last synced: 26 Oct 2025
https://github.com/lisaong/stackup-workshops
Repository for Stackup Workshop content
aws-lambda docker-container dotnet-core edge-computing esp32 jupyter-notebook machine-learning pytorch raspberry-pi sklearn tensorflow
Last synced: 17 Apr 2025
https://github.com/26hzhang/sequencetosequence
A seq2seq with attention dialogue/MT model implemented by TensorFlow.
attention-mechanism dialogue machine-translation residual seq2seq tensorflow
Last synced: 22 Jul 2025
https://github.com/lukashedegaard/datasetops
Fluent dataset operations, compatible with your favorite libraries
data-cleaning data-munging data-processing data-science data-wrangling dataset dataset-combinations deep-learning multiple-datasets pytorch tensorflow
Last synced: 23 Apr 2025
https://github.com/sayannath/mobilevit-gsoc
Implementation of MobileViT in TensorFlow and Keras
Last synced: 01 Mar 2026
https://github.com/tf-encrypted/tf-big
Arbitrary precision integers in TensorFlow
cryptography machine-learning tensorflow
Last synced: 09 Apr 2025
https://github.com/linchuming/imagesr-tensorflow
An image super-resolution implemented by Tensorflow
image-super-resolution tensorflow
Last synced: 14 Jun 2025
https://github.com/cpmpercussion/robojam
A Mixture Density RNN for generating musical touchscreen interactions.
generation music rnn tensorflow webapp
Last synced: 22 Mar 2025
https://github.com/Rajan-sust/WikiTextCorpusDownloader
A Language Independent Wikipedia Text Corpus Downloader
gensim nlp python3 tensorflow wikipedia
Last synced: 25 Mar 2025
https://github.com/bhattbhavesh91/portrait-mode-tensorflow
Implementing Portrait Mode, Background Blur or Bokeh Effect using Tensorflow.
background-blur bokeh-effect deep-learning portrait-mode semantic-segmentation tensorflow
Last synced: 17 Apr 2025
https://github.com/fsx950223/mobilenetv3
A tensorflow implemention of MobilenetV3
Last synced: 15 Apr 2025
https://github.com/vvmnnnkv/s4tf-style-transfer-service
Vapor-based HTTP API serving style transfer model made in Swift for TensorFlow
deep-learning s4tf swift tensorflow vapor
Last synced: 22 Apr 2025
https://github.com/b3nk4n/tensorlight
TensorLight - A high-level framework for TensorFlow
deep-learning framework machine-learning tensorflow
Last synced: 27 Mar 2025
https://github.com/kleinyuan/tf-segmentation
Real-time semantic segmentation inference production ready code based on deeplab-resnet/psp-net and tensorflow
api deeplab-resnet docker pspnet pspnet-tensorflow real-time resnet segmentation semantic-segmentation tensorflow
Last synced: 25 Jul 2025
https://github.com/kensk8er/langdist
Multilingual Language Modeling Toolkit
character-embeddings data-science deep-learning language-model lstm machine-learning multilingual natural-language-generation natural-language-processing neural-network nlp python recurrent-neural-networks tensorflow
Last synced: 08 Apr 2026
https://github.com/epsoft/explainable
explainable
data database dataset explainable numpy seaborn tensorflow
Last synced: 29 Jul 2025
https://github.com/nikhilroxtomar/human-face-segmentation-in-tensorflow
This repository contains the code for Multiclass Segmentation on the human faces using Landmark Guided Face Parsing (LaPa) dataset in TensorFlow.
multiclass-segmentation tensorflow tensorflow-segmentation
Last synced: 14 Apr 2025
https://github.com/benedekrozemberczki/graf
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
clustering community community-detection deepwalk embedding factorization graph graph-embedding implicit-factorization machine-learning matrix-factorization node-embedding node2vec semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec
Last synced: 11 Apr 2025
https://github.com/kweinmeister/notebooks
Jupyter notebooks for learning and demonstrations
machine-learning notebook python tensorflow
Last synced: 23 Jun 2025
https://github.com/thomasgust/pymuse
PyMuse is a python tool to generate music and art with the help of artificial intelligence.
ai alpha art artificial-intelligence generation music neural-network neural-style-transfer python python3 tensorflow
Last synced: 16 Jul 2025
https://github.com/laurentmazare/ocaml-tensorflow-eager
OCaml bindings for TensorFlow Eager mode
bindings eager ocaml tensorflow
Last synced: 06 May 2025
https://github.com/selenecodes/GPU-jupyterhub
A basic jupyterhub with Nvidia GPU accessibility.
cuda cuda-toolkit docker-compose docker-container docker-deployment docker-volumes gpu-computing jupyter jupyter-notebook jupyterhub scipy tensorflow
Last synced: 04 May 2025
https://github.com/abhifuturetech/ann-robotics-simu
This project focuses on developing and implementing neural network algorithms to enable autonomous navigation in self-driving robots.
keras neural-network opencv python raspberry-pi robotics tensorflow
Last synced: 09 Jul 2025
https://github.com/dunky11/piracy-resistant-watermarks
Implemention of "Piracy Resistant Watermarks for Deep Neural Networks" in TensorFlow.
keras neural-network piracy-resistance tensorflow tensorflow2 watermark watermarking
Last synced: 10 Apr 2025
https://github.com/sayakpaul/evonorms-in-tensorflow-2
Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.
automl-products deep-learning keras tensorflow
Last synced: 07 May 2025
https://github.com/minar09/u-net-attention
U-Net + Attention, extending U-Net model for semantic segmentation. Implemented with TensorFlow.
attention attention-gate attention-model attention-to-scale encoder-decoder multi-scale semantic-segmentation tensorflow u-net
Last synced: 11 Apr 2025
https://github.com/Himscipy/bnn_hvd
Distributed Training of Bayesian Neural Networks at Scale
bayesian-networks computer-vision data-science distributed-computing horovod machine-learning mnist tensorflow tensorflow-probability uncertainty-quantification variational-inference
Last synced: 15 Jul 2025
https://github.com/hanabi1224/tensorflow-batteries
Nuget package that provides tensorflow prebuilt dlls
Last synced: 12 May 2025
https://github.com/osamhack2020/iot_covid19-detector_co-vision
Identify and Alert people at risk of COVID-19 infection in REAL-TIME using raspberry-pi.
deep-learning face-mask-detection flir-lepton iot keras opencv osam python raspberry-pi telegram-bot tensorflow
Last synced: 04 May 2025
https://github.com/alshedivat/cen
Contextual Explanation Networks (CEN).
deep-learning explainability interpretability keras machine-learning tensorflow
Last synced: 07 May 2025
https://github.com/amperecomputingai/ampere_model_library
Ampere Model Library - AML
aarch64 ampere arm64 armv8-a artificial-intelligence computer-vision inference machine-learning mlperf-inference model-zoo natural-language-processing onnxruntime pytorch tensorflow
Last synced: 06 May 2025
https://github.com/4ai/langml
A Keras-based and TensorFlow-backend NLP Models Toolkit.
attentions bert contrastive-learning crf keras named-entity-recognition ner nlp pretrained-language-models prompt prompt-learning prompt-toolkit sentence-bert simcse tensorflow text-classification
Last synced: 03 Jul 2025
https://github.com/LukasHedegaard/datasetops
Fluent dataset operations, compatible with your favorite libraries
data-cleaning data-munging data-processing data-science data-wrangling dataset dataset-combinations deep-learning multiple-datasets pytorch tensorflow
Last synced: 08 May 2025