Repository Index

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

• bert
• ner
• named-entity-recognition
• blstm

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

• machine-learning
• dockerfiles
• jetson
• pytorch

An Engine-Agnostic Deep Learning Framework in Java

• deep-learning
• neural-network
• ai
• java

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

• bayesian-methods
• deep-learning
• machine-learning
• data-science

Handwriting Synthesis with RNNs ✏️

• handwriting-synthesis
• handwriting-generation
• recurrent-neural-networks
• tensorflow

TranslatedCompanion code for "21 Projects to Master Deep Learning: A Detailed Practical Guide Based on TensorFlow"

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

• deep-learning
• mnn
• ncnn
• inference

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

• tensorflow
• tensorflow-lite
• openvino
• edgetpu

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

• tensorflow
• machine-learning
• data
• datasets

A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper 「AnimeGAN: a novel lightweight GAN for photo animation」, which uses the GAN framwork to transform real-world photos into anime images.

• photo-animation
• animegan
• hayao-style
• tensorflow

Tengine is a lite, high performance, modular inference engine for embedded device

• arm
• machine-learning
• artificial-intelligence
• cnn

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

• tensorflow
• pytorch
• keras
• gobang

A library for scientific machine learning and physics-informed learning

• neural-network
• deep-learning
• scientific-machine-learning
• pinn

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

TensorFlow Basic Tutorial Labs

• tensorflow
• keras
• mxnet
• pytorch

A TensorFlow Implementation of the Transformer: Attention Is All You Need

• attention-mechanism
• translation
• attention-is-all-you-need
• implementation

Probabilistic reasoning and statistical analysis in TensorFlow

• tensorflow
• bayesian-methods
• deep-learning
• machine-learning

Pre-trained Deep Learning models and demos (high quality and extremely fast)

• models
• caffemodel
• demo
• tensorflow-models

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

• convolutional-neural-networks
• efficient-inference
• imagenet
• model-compression

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

• data-science
• deep-learning
• machine-learning
• python

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

• deep-learning
• deep-neural-networks
• python
• pytorch

TranslatedTensorflow tutorial from basic to hard, 莫烦Python (Mo Fan Python, "Morvan Python") Chinese AI teaching

• tensorflow
• tensorflow-tutorials
• gan
• generative-adversarial-network

TranslatedCNN-RNN Chinese text classification, based on TensorFlow

• tensorflow
• cnn
• text-classification
• chinese