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An open API service indexing awesome lists of open source software.

Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/zhpmatrix/cged_tf

论文实现:《Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks》

cged grammatical-error-correction tensorflow

Last synced: 22 Jul 2025

https://github.com/chaitanyak77/initializing-tensorflow-environment-on-m3-m3-pro-and-m3-max-macbook-pros.

Unlock the full potential of your Apple Silicon-powered M3, M3 Pro, and M3 Max MacBook Pros by leveraging TensorFlow, the open-source machine learning framework. This repository is tailored to provide an optimized environment for setting up and running TensorFlow on Apple's cutting-edge M3 chips.

apple-metal gpu-acceleration m3-mac mlflow tensorflow

Last synced: 14 Apr 2025

https://github.com/loaiabdalslam/fc

Face enhancer‏ - Denoising Auto Encoder by Tensorflow and Keras and skimage

auto-encoder deep-learning image-processing machine-learning remini tensorflow

Last synced: 16 Oct 2025

https://github.com/google-research/dataclass_array

Dataclasses manipulated as numpy arrays (with batching, reshape, slicing,...)

dataclass dataclasses jax numpy tensorflow torch

Last synced: 22 Mar 2025

https://github.com/t04glovern/stylegan-pokemon

Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!

pokemon rnn rnn-tensorflow stylegan stylegan-model tensorflow

Last synced: 01 Aug 2025

https://github.com/szaza/tensorflow-example-java

This is a Tensorflow Java example application what uses YOLOv2 model and Gradle for build and dependency management.

example java tensorflow yolo

Last synced: 17 Oct 2025

https://github.com/jackie-chou/mc-cnn-python

a python implementation of MC-CNN

cnn computer-vision python27 stereo-matching tensorflow

Last synced: 09 Apr 2025

https://github.com/handong0123/tensorflow_deploy

简化与优化tensorflow模型的Java部署

java tensorflow

Last synced: 24 Oct 2025

https://github.com/siddk/relation-network

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

babi-tasks deepmind embeddings natural-language-processing relation-networks tensorflow tensorflow-models

Last synced: 24 Oct 2025

https://github.com/daun-io/study-data-science

Practical data science notebooks that I used to study at 2016

data-science jupyter-notebook machine-learning tensorflow

Last synced: 13 May 2025

https://github.com/kozistr/rcan-tensorflow

Image Super-Resolution Using Very Deep Residual Channel Attention Networks Implementation in Tensorflow

channel-attention eccv-2018 rcan residual-groups super-resolution tensorflow

Last synced: 20 Jul 2025

https://github.com/sseung0703/zero-shot_knowledge_distillation

Zero-Shot Knowledge Distillation in Deep Networks in ICML2019

knowledge-distillation tensorflow zero-shot-learning

Last synced: 30 Apr 2025

https://github.com/solygambas/mlops-projects

Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

docker fastapi google-cloud google-cloud-platform huggingface huggingface-transformers keras kubectl kubeflow kubernetes machine-learning mlops python scikit-learn tensorflow

Last synced: 19 Mar 2025

https://github.com/hereismari/tensorflow-workshop

Code samples, slides and materials for TensorFlow Workshops

tensorflow tutorial workshop

Last synced: 30 Apr 2025

https://github.com/nasdin/videorecognition-realtime-autotrainer-alerts

State of the art object detection in real-time using YOLOV3 algorithm. Augmented with a process that allows easy training of the classifier as a plug & play solution . Provides alert if an item in an alert list is detected.

alerts automatic convolutional-neural-networks darknet deep-learning google-image-search image-processing image-recognition machine-learning object-detection real-time tensorflow video-recognition web-scraper webcam webscraping yolo yolo2 yolov2 yolov2-model

Last synced: 09 Oct 2025

https://github.com/skaftenicki/libcpab

CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuously-defined, velocity fields in Numpy, Tensorflow and Pytorch

diffiomorphic-transformations numpy pytorch tensorflow

Last synced: 30 Apr 2025

https://github.com/nghuyong/bert-classification-tf-serving

Use BERT to train a classification model and deploy the model by tensorflow serving

bert classification-model tensorflow tensorflow-serving

Last synced: 25 Apr 2025

https://github.com/younatics/deeplearningtomobile

Curated way to convert deep learning model to mobile⚡️

coreml coremltools keras tensorflow tensorflow-lite tensorflow-mobile tf-coreml toco

Last synced: 30 Apr 2025

https://github.com/verisilicon/tflite-vx-delegate

Tensorflow Lite external delegate based on TIM-VX

deep-learning tensorflow tflite tflite-delegate

Last synced: 09 Apr 2025

https://github.com/daun-io/Study-Data-Science

Practical data science notebooks that I used to study at 2016

data-science jupyter-notebook machine-learning tensorflow

Last synced: 19 Jul 2025

https://github.com/lucleray/tensorflow-lambda

run tensorflow on lambdas (aws, vercel, ...)

aws aws-lambda lambda nodejs serverless tensorflow tfjs

Last synced: 30 Apr 2025

https://github.com/hsm207/bert_attn_viz

Visualize BERT's self-attention layers on text classification tasks

attention bert explainable-ai nlp tensorflow

Last synced: 06 Mar 2026

https://github.com/philipperemy/keras-seq2seq-example

Toy Keras implementation of a seq2seq model with examples.

keras keras-neural-networks keras-tutorials seq2seq tensorflow

Last synced: 30 Apr 2025

https://github.com/26hzhang/dense_bilstm

Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification

deep-neural-networks highway-network lstm rnn sentence-classification tensorflow

Last synced: 01 Aug 2025

https://github.com/capeprivacy/tf-world-tutorial

TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft

cryptography deep-learning privacy secure-computation tensorflow

Last synced: 13 Apr 2025

https://github.com/siddk/deep-nlp

Tensorflow Tutorial files and Implementations of various Deep NLP and CV Models.

deep mnist-nn neural-network nlp tensorflow tensorflow-tutorials

Last synced: 02 Aug 2025

https://github.com/gher-uliege/dincae

DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.

interpolation netcdf4 neural-network oceanography python remote-sensing satellite-observations tensorflow

Last synced: 14 Apr 2025

https://github.com/purocean/tensorflow-simple-captcha

使用 TensorFlow 识别简单图像验证码

captcha tensorflow

Last synced: 22 Mar 2025

https://github.com/suvash/nixos-nvidia-cuda-python-docker-compose

A step-by-step guide to setting up Nvidia GPUs with CUDA support running on Docker (and Compose) containers on NixOS host

deep-learning docker-compose jax nixos nvidia nvidia-cuda nvidia-docker nvidia-smi python pytorch tensorflow triton

Last synced: 04 Oct 2025

https://github.com/nanxstats/deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

deep-learning keras matrix-factorization r recommender-system tensorflow triplet-loss

Last synced: 23 Aug 2025

https://github.com/titu1994/keras-global-context-networks

Keras implementation of Global Context Attention blocks

global-context keras tensorflow

Last synced: 22 Mar 2025

https://github.com/mzgubic/mine

Mutual Information Neural Estimator implemented in Tensorflow

mine mutual-information mutual-information-neural-estimator tensorflow

Last synced: 11 Feb 2026

https://github.com/infinitered/ai-lab

Library of components for TensorFlow.js in web frameworks.

hacktoberfest react react-native react-web tensorflow tensorflowjs

Last synced: 27 Apr 2025

https://github.com/yashk2810/dcgan-keras

Deep Convolutional Generative Adverserial Networks

dcgan keras tensorflow

Last synced: 30 Apr 2025

https://github.com/srihari-humbarwadi/YOLOv1-TensorFlow2.0

A tensorflow2.0 implementation of the YOLOv1 paper https://arxiv.org/pdf/1506.02640

keras keras-tensorflow object-detection tensorflow yolo yolo-tiny

Last synced: 04 May 2025

https://github.com/eric-heiden/deep-rl-docker

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

openai-baselines openai-gym openai-roboschool reinforcement-learning tensorflow

Last synced: 26 Apr 2025

https://github.com/taiwotman/smart-traffic

A system and method for the prediction of vehicle traffic congestion on a given roadway within a region. In particular, the computer implemented method of the present disclosure utilize real time traffic images from traffic cameras for the input of data and utilizes computer processing and machine learning to model a predictive level of congestion within a category of low congestion, medium congestion, or high congestion. By implementing machine learning in the comparison of exemplary images and administrator review, the computer processing system and method steps can predict a more efficient real-time congestion prediction over time.

congestion highway machine-learning prediction tensorflow tensorflow-experiments traffic

Last synced: 02 May 2025

https://github.com/radi-cho/tfjs-firebase

Train a model with data from Firestore, save it to Cloud Storage and make predictions in Cloud Functions - entirely using NodeJS

bag-of-words cloud-firestore cloud-functions firebase google-cloud tensorflow tfjs

Last synced: 12 Apr 2025

https://github.com/kozistr/adabound-tensorflow

An optimizer that trains as fast as Adam and as good as SGD in Tensorflow

adabound mnist optimizer tensorflow

Last synced: 20 Jul 2025

https://github.com/animikhaich/ecg-atrial-fibrillation-classification-using-cnn

This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

1d-cnn 1d-convolution atrial-fibrillation classification cnn-classification cnn-keras deep-learning ecg ecg-signal ecg-signals patient tensorflow

Last synced: 10 Apr 2025

https://github.com/zachgrayio/swift-tensorflow-starter

STS: A Dockerized, Swift Package Manager enabled starter repository for Swift for TensorFlow projects.

docker starter-project swift swift-4 swift-for-tensorflow swiftpm tensorflow

Last synced: 09 Apr 2025

https://github.com/chinmayrane16/depression-chatbot

Feeling Depressed? Feeling Suicidal? Want to give up? Try Depression-Chatbot!

chatbot depression-assistant-chatbot depression-therapy flask sequence-to-sequence tensorflow

Last synced: 17 Mar 2025

https://github.com/cloxnu/omega_gomoku_ai

♟♟♟♟♟ A Gomoku game AI based on Monte Carlo Tree Search, can be trained on policy-value network now. 一个蒙特卡洛树搜索算法实现的五子棋 AI，现可用神经网络训练模型。

ai board gomoku gomoku-game keras monte-carlo-tree-search neural-network tensorflow

Last synced: 06 May 2025

https://github.com/RentadroneCL/Photovoltaic_Fault_Detector

Model Photovoltaic Fault Detector based in model detector YOLOv.3, this repository contains four detector model with their weights and the explanation of how to use these models.

deep-learning detection-boxes detector-model fault-detection keras model-detection object-detection photovoltaic-panels solar-energy tensorflow yolo3

Last synced: 07 May 2025

https://github.com/Chinmayrane16/Depression-Chatbot

Feeling Depressed? Feeling Suicidal? Want to give up? Try Depression-Chatbot!

chatbot depression-assistant-chatbot depression-therapy flask sequence-to-sequence tensorflow

Last synced: 07 May 2025

https://github.com/maximekjaer/tf-dotty

Shape-safe TensorFlow in Dotty

dotty tensorflow

Last synced: 13 Apr 2025

https://github.com/akimach/tfgraphviz

A visualization tool to show a TensorFlow's graph like TensorBoard

dataflow-programming deep-learning graphviz machine-learning neural-network python tensorboard tensorflow visualization

Last synced: 21 Apr 2025

https://github.com/asem000/pytreeclass

Visualize, create, and operate on pytrees in the most intuitive way possible.

data dataclasses deep-learning jax machine-learning pipelines pytorch pytree tensorflow

Last synced: 07 Apr 2025

https://github.com/pinto0309/openvino-deeplabv3

[4-5 FPS / Core m3 CPU only] [11 FPS / Core i7 CPU only] OpenVINO+DeeplabV3+LattePandaAlpha/LaptopPC. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+Tensorflow v1.11.0+OpenCV3.4.3+PIL

cpu deeplabv3 deeplearning lattepanda mobilenetv2 ncs neural-compute-stick opencv openvino python semantic-segmentation semanticsegmentation tensorflow

Last synced: 21 Jun 2025

https://github.com/sayakpaul/paws-tf

Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

keras multi-crop representation-learning semi-supervised-learning soft-similarity tensorflow vision

Last synced: 07 Jul 2025

https://github.com/hrolive/applications-of-ai-for-anomaly-detection

Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.

anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost

Last synced: 12 May 2025

https://github.com/cloudwiser/tensorflowliterpizero

TensorFlow Lite : native compilation on the Raspberry Pi Zero W

armv6 raspberry-pi raspberry-pi-zero-w tensorflow tensorflow-lite

Last synced: 11 Jun 2025

https://github.com/ajhamdi/advpc

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

3d adversarial-attacks deep-learning eccv-2020 paper point-clouds pointnet tensorflow

Last synced: 01 Aug 2025

https://github.com/xiaohan2012/multi-label-text-classification

Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)

convnet graph-embedding multi-label-classification tensorflow

Last synced: 02 Apr 2025

https://github.com/guillaumegenthial/tf-estimator-basics

Train, predict, export and reload a tf.estimator for inference

tensorflow tensorflow-estimator tensorflow-serving

Last synced: 08 Oct 2025

https://github.com/popcornell/keras-triplet-center-loss

Simple Keras implementation of Triplet-Center Loss on the MNIST dataset

center-loss keras machine-learning mnist tensorflow triplet-loss

Last synced: 19 Oct 2025

https://github.com/isair/tensorflow-load-csv

🤖 TensorFlow.js CSV loading on steroids. Clean up, normalise, transform, shuffle, and split your data all in a handful of lines and dive right into the fun parts of ML.

browser csv csv-files javascript machine-learning node tensorflow typescript

Last synced: 23 Jan 2026

https://github.com/GYXie/visual-search

A toy project for visual search, based on deep learning.

alexnet computer-vision deep-learning tensorflow visual-search

Last synced: 05 Apr 2025

https://github.com/ritchieng/wideresnet-tensorlayer

Wide Residual Networks implemented in TensorLayer and TensorFlow.

cifar residual-networks resnet tensorflow tensorlayer

Last synced: 30 Jul 2025

https://github.com/rishit-dagli/conformer

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

artificial-intelligence attention-mechanism conformer convolutional-neural-networks deep-learning keras machine-learning speech-recognition tensorflow transformers

Last synced: 20 Aug 2025

https://github.com/ajhamdi/AdvPC

AdvPC: Transferable Adversarial Perturbations on 3D Point Clouds (ECCV 2020)

3d adversarial-attacks deep-learning eccv-2020 paper point-clouds pointnet tensorflow

Last synced: 20 Mar 2025

https://github.com/nikhilroxtomar/unet-with-pretrained-encoder

The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.

keras keras-tensorflow semantic-segmentation tensorflow unet unet-image-segmentation

Last synced: 14 Apr 2025

https://github.com/aralroca/react-text-toxicity

Detect text toxicity in a simple way, using React. Based in a Keras model, loaded with Tensorflow.js.

javascript machine-learning preact react tensorflow text toxicity

Last synced: 19 Apr 2025

https://github.com/gunhochoi/lsgan-tf

Simple implementation of Least Squares Generative Adversarial Networks

gan infogan lsgan python simple tensorflow

Last synced: 13 Jul 2025

https://github.com/mortenjust/tensorswift-ios

Using Tensorflow from Swift

ios machine-learning swift tensorflow

Last synced: 23 Oct 2025

https://github.com/ritchieng/numnum

Multi-digit prediction from Google Street's images using deep CNN with TensorFlow, OpenCV and Python.

convolutional-neural-networks svhn tensorboard-visualizations tensorflow

Last synced: 30 Apr 2025

https://github.com/rishit-dagli/transformer-in-transformer

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

artificial-intelligence attention-mechanism deep-learning image-classification machine-learning neural-networks sota tensorflow tnt transformer

Last synced: 13 Apr 2025

https://github.com/bethgelab/decompose

Blind source separation based on the probabilistic tensor factorisation framework

blind-source-separation decompose tensor-factorization tensorflow

Last synced: 16 Aug 2025

https://github.com/ekzhang/char-rnn-keras

TensorFlow implementation of multi-layer recurrent neural networks for training and sampling from texts

char-rnn keras lstm recurrent-neural-networks tensorflow

Last synced: 21 Mar 2025

https://github.com/wbuchwalter/tensorflow-k8s-azure

Train TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure

azure kubernetes tensorflow tfjob workshop

Last synced: 06 Apr 2025

https://github.com/msiemens/hyphenn-de

A neural network hyphenator for the German language

german-language hyphenation keras machine-learning neural-network rust tensorflow

Last synced: 22 Mar 2025

https://github.com/tensorflow/model-remediation

Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

machine-learning tensorflow

Last synced: 30 Sep 2025

https://github.com/martolen1/data-science

Comprehensive repository of Data Science projects spanning Machine Learning, Deep Learning, and Natural Language Processing. Demonstrates practical applications of algorithms and tools on real-world datasets.

cnn-model data-analysis data-science data-visualization deep-learning gans-models keras machine-learning-algorithms natural-language-processing python3 rnn-lstm scikit-learn tensorflow transfer-learning transformers

Last synced: 31 Jul 2025

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 Awesome-TensorFlow-Chinese 107 awesome-tensorflow-lite 110 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 361 Tutorials 339 Models with samples 268 Research 263 Research Papers 223 Uncategorized 197 文本数据和NLP 191 1.) Neural Architecture Search 186 Projects 175 Learning 151 数据可视化 133 机器学习框架 128 Papers 121 图像数据与CV 115 模型的可解释性 105 Descriptive Resources 101 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 87