Tensorflow Ecosystem
TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.
Core Projects
Moretensorflow
models
tfjs
Popular Projects
Moretransformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet
TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks
coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation
Up and Coming Projects
MoreGated-Slot-Attention
An implementation of the paper: "Gated Slot Attention for Efficient Linear-Time Sequence Modeling" in PyTorch
mnist-digit-classification
building a machine learning model to classify handwritten digits using the MNIST dataset
Deep-Learning-Course
In this learning path, you will be able to learn the basic concepts of Deep Leaning and TensorFlow
Federated-Learning-Simulation-1GPU-MI-IS
Federated Learning Simulation on a Single GPU with Model Interpretability and Interactive Visualization
Practicing-deep-learning
with keras data set we load a data base and train our machine for test
Machine-Learning-and-AI
Personal tasks or codes of Machine Learning and Artificial Intelligence
acehub
AI Champions for Excellence: Fresh, informative courses and content designed to help developers, researchers, and leaders advance in the field of AI
docker_tensorflow_spyder
How to build a Docker container with tensorflow, Spyder IDE, jupyter etc
Tweet-Sentimental-Analysis
A deep learning project for sentiment analysis on tweets, classifying them into positive, negative, or neutral sentiments
Tutorial-OpenCV-on-JetsonNano-with-CUDA-support
Installation of OpenCV on JetsonNano with CUDA support
airflower
Airflower adds intelligent decision-making to Apache Airflow by capturing real-time metadata through listeners and sending it to an external brain via gRPC
imageclassifier-ml-cnn-transferlearning-deployment
Image classification project using machine learning, CNN, and transfer learning
Emojify-With-LSTM
Long Short-Term Memory (LSTM) model to predict emojis based on the input sentence
wcmlbook
Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li
Oriented-Object-Detection-Model-for-Aerial-Images
Repository for Computer Vision project - 2024
TF-GYM
The TF Gym repo shares daily TensorFlow projects on ML/DL, including RL, providing educational resources for beginners and practical examples for experienced users with detailed instructions for applications like image classification and text generation
