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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/tgsmith61591/smrt

Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.

autoencoder class-imbalance machine-learning neural-networks smote tensorflow vae variational-autoencoder

Last synced: 07 Nov 2024

https://github.com/chakki-works/chariot

Deliver the ready-to-train data to your NLP model.

keras natural-language-processing preprocessing python tensorflow

Last synced: 11 Nov 2024

https://github.com/sayakpaul/robustness-vit

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).

computer-vision jax pytorch robustness self-attention tensorflow transformers

Last synced: 01 Nov 2024

https://github.com/flyingdoog/PGExplainer

Parameterized Explainer for Graph Neural Network

deep-learning graph-neural-network graph-neural-networks tensorflow

Last synced: 08 Aug 2024

https://github.com/artiste-qb-net/qubiter

Python tools for reading, writing, compiling, simulating quantum computer circuits. Includes numpy and tensorflow backends. “Quantum Space, the final frontier. These are the voyages of the starship Qubiter. Its five-year mission: to explore strange new worlds, to seek out new life and new civilizations, to boldly go where no man has gone before.”

quantum-compiler quantum-computing tensorflow

Last synced: 12 Nov 2024

https://github.com/suinleelab/attributionpriors

Tools for training explainable models using attribution priors.

artificial-intelligence interpretable-deep-learning machine-learning tensorflow

Last synced: 06 Aug 2024

https://github.com/marcbelmont/satellite-image-object-detection

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).

object-detection satellite-imagery tensorflow yolo yolo2

Last synced: 15 Nov 2024

https://github.com/tengge1/learn-tensorflow-sharp

TensorflowSharp tutors and examples.

csharp examples tensorflow tensorflowsharp tutorials

Last synced: 14 Nov 2024

https://github.com/ymcui/lamb_optimizer_tf

LAMB Optimizer for Large Batch Training (TensorFlow version)

bert optimizer tensorflow

Last synced: 28 Oct 2024

https://github.com/titu1994/keras-attention-augmented-convs

Keras implementation of Attention Augmented Convolutional Neural Networks

attention-augmented-conv keras-tensorflow tensorflow

Last synced: 27 Oct 2024

https://github.com/inoryy/tensorflow-optimized-wheels

TensorFlow wheels built for latest CUDA/CuDNN and enabled performance flags: SSE, AVX, FMA; XLA

avx2 cuda cudnn python sse tensorflow tensorflow-gpu tensorflow-wheels wheels xla

Last synced: 03 Nov 2024

https://github.com/autoviml/deep_autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

autokeras automl data-science deep-learning gcp keras machine-learning mlflow mljar pycaret python tensorflow tensorflow2 tpot

Last synced: 10 Oct 2024

https://github.com/ymcui/LAMB_Optimizer_TF

LAMB Optimizer for Large Batch Training (TensorFlow version)

bert optimizer tensorflow

Last synced: 05 Nov 2024

https://github.com/hugozanini/realtime-semantic-segmentation

Implementation of RefineNet to perform real time instance segmentation in the browser using TensorFlow.js

computer-vision real-time-machine-learning semantic-segmentation tensorflow tensorflowjs

Last synced: 08 Aug 2024

https://github.com/cheind/tf-matplotlib

Seamlessly integrate matplotlib figures as tensorflow summaries.

blittable confusion-matrix matplotlib tensorboard tensorflow

Last synced: 01 Nov 2024

https://github.com/dlab-berkeley/R-Deep-Learning

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

biomedical cloudml deep-learning keras nlp tensorflow

Last synced: 11 Nov 2024

https://github.com/rajshah4/tensorflow_shiny

A R/Shiny app for interactive RNN tensorflow models

rnn-model rpython shiny tensorflow tensorflow-models

Last synced: 13 Oct 2024

https://github.com/ise-uiuc/nnsmith

Automatic DNN generation for fuzzing and more

compiler deep-learning fuzzing machine-learning pytorch tensorflow

Last synced: 11 Oct 2024

https://github.com/alex-lechner/traffic-light-classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

convolutional-neural-networks deep-learning deep-neural-networks tensorflow tensorflow-models tensorflow-tutorials traffic-light-classification traffic-light-detection traffic-lights

Last synced: 12 Nov 2024

https://github.com/honlan/dmt

Disentangled Makeup Transfer with Generative Adversarial Network

computer-vision deep-learning disentangled-representations generative-adversarial-network makeup-transfer tensorflow

Last synced: 14 Nov 2024

https://github.com/YipengHu/label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

convolutional-neural-networks deep-learning image-guided-interventions medical-image-registration tensorflow weakly-supervised-learning

Last synced: 27 Oct 2024

https://github.com/deep-diver/mlops-hf-tf-vision-models

MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)

computer-vision huggingface-transformers mlops tensorflow tensorflow-extended

Last synced: 01 Nov 2024

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

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

artificial-intelligence google probabilistic-programming recommender-system reinforcement-learning simulation tensorflow

Last synced: 10 Nov 2024

https://github.com/zsdonghao/image-captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 01 Nov 2024

https://github.com/cgtuebingen/Flex-Convolution

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

3d-point-clouds cuda deep-learning deep-neural-networks machine-learning pointcloud pointcloudprocessing research research-paper segmentation shapenet tensorflow

Last synced: 27 Oct 2024

https://github.com/zsdonghao/Image-Captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

deep-learning image-captioning tensorflow tensorlayer

Last synced: 07 Nov 2024

https://github.com/fendouai/chatgirl

ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model. ChatGirl 一个基于 TensorFlow Seq2Seq 模型的聊天机器人。（包含预处理过的 twitter 英文数据集，训练，运行，工具代码，来波 Star 。）QQ群：167122861

chatbot dataset tensorflow tensorflow-examples tensorflow-seq2seq-model tensorflow-tutorials twitter

Last synced: 12 Nov 2024

https://github.com/tensorlayer/adaptive-style-transfer

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

deep-learning deepdream style-transfer tensorflow tensorlayer

Last synced: 10 Nov 2024

https://github.com/xanaduai/qmlt

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

deep-learning machine-learning neural-network optimization quantum quantum-computing tensorflow

Last synced: 28 Sep 2024

https://github.com/zeta36/connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

alphago-zero connect4 keras reinforcement-learning tensorflow

Last synced: 01 Nov 2024

https://github.com/marcbelmont/gan-image-similarity

InfoGAN inspired neural network trained on zap50k images (using Tensorflow + tf-slim). Intermediate layers of the discriminator network are used to do image similarity.

gan image-similarity infogan l2-distances tensorflow

Last synced: 15 Nov 2024

https://github.com/XanaduAI/QMLT

The Quantum Machine Learning Toolbox (QMLT) is a Strawberry Fields application that simplifies the optimization of variational quantum circuits (also known as parametrized quantum circuits).

deep-learning machine-learning neural-network optimization quantum quantum-computing tensorflow

Last synced: 12 Nov 2024

https://github.com/leggedrobotics/tensorflow-cpp

Pre-built TensorFlow for C/C++ and CMake.

deep-learning tensorflow

Last synced: 12 Nov 2024

https://github.com/spotify/realbook

Easier audio-based machine learning with TensorFlow.

audio cqt librosa machine-learning mel-spectrogram spectrograms stft tensorflow

Last synced: 14 Nov 2024

https://github.com/xingchensong/Speech-Transformer-tf2.0

transformer for ASR-systerm (via tensorflow2.0)

end-to-end speech-recognition tensorflow transformer

Last synced: 13 Nov 2024

https://github.com/shekit/machine-learning-demystified

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

deep-learning deep-neural-networks machine-learning python tensorflow

Last synced: 09 Nov 2024

https://github.com/XanaduAI/quantum-learning

This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".

machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 12 Nov 2024

https://github.com/zhaoyingjun/tensorflow-coding

这是我在小象学院课程《深度学习之TensorFlow高级编程》的课程代码

python tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/xingchensong/speech-transformer-tf2.0

transformer for ASR-systerm (via tensorflow2.0)

end-to-end speech-recognition tensorflow transformer

Last synced: 01 Nov 2024

https://github.com/sun1638650145/libraries-and-extensions-for-tensorflow-for-apple-silicon

This Repo will provide TensorFlow libraries and extended build tutorials that require compilation to build, as well as pre-compiled wheel files.

apple-sillicon pypi-package tensorflow tensorflow-macos wheel

Last synced: 06 Nov 2024

https://github.com/yunyang1994/sphereface

🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"

angular-softamx-loss cvpr-2017 deep-learning face-recognition loss-functions tensorflow

Last synced: 09 Nov 2024

https://github.com/xanaduai/quantum-learning

This repository contains the source code used to produce the results presented in the paper "Machine learning method for state preparation and gate synthesis on photonic quantum computers".

machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 06 Nov 2024

https://github.com/zht007/tensorflow-practice

Tutorials of Tensorflow for beginners with popular data sets and projects. Let's have fun to learn Machine Learning with Tensorflow.

machine-learning tensorflow tensorflow-examples tensorflow-tutorials tutorial

Last synced: 12 Nov 2024

https://github.com/lzhbrian/metrics

IS, FID score Pytorch and TF implementation, TF implementation is a wrapper of the official ones.

api commandline fid frechet-distance frechet-inception-distance gan inception inception-score is metrics pytorch tensorflow

Last synced: 07 Nov 2024

https://github.com/bioinfomaticsCSU/deepsignal

Detecting methylation using signal-level features from Nanopore sequencing reads

bioinformatics epigenetics methylation nanopore-sequencing tensorflow

Last synced: 13 Nov 2024

https://github.com/RobotEdh/Yolov-4

Yolo v4 using TensorFlow 2.x

deep-neural-networks tensorflow tensorflow2 yolo yolov4

Last synced: 27 Oct 2024

https://github.com/aetros/aetros-cli

AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer

deep-learning machine-learning tensorflow theano

Last synced: 15 Nov 2024

https://github.com/qubvel/tta_wrapper

Test Time image Augmentation (TTA) wrapper for Keras model.

augmentation image-classification image-segmentation keras tensorflow tta tta-wrapper

Last synced: 01 Nov 2024

https://github.com/yingkaisha/keras-vision-transformer

The Tensorflow, Keras implementation of Swin-Transformer and Swin-UNET

keras swinunet tensorflow transformer vision-transformer

Last synced: 07 Nov 2024

https://github.com/visipedia/tfrecords

Functions for creating tfrecords for TensorFlow models.

bounding-boxes protocol-buffers tensorflow tfrecords tfrecords-files

Last synced: 02 Nov 2024

https://github.com/deep-diver/en-fr-mlt-tensorflow

English-French Machine Language Translation in Tensorflow

deep-learning english-to-french machine-translation nlp tensorflow

Last synced: 01 Nov 2024

https://github.com/pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

augmentation coco computer-vision cutmix deep-learning face-detection face-recognition machine-learning modelcheckpoint nlp object-detection python pytorch senet tensorflow utils vggface2 yolov5

Last synced: 09 Nov 2024

https://github.com/dilmerv/unitymlessentials

Various examples of ml-agents while teaching concepts about it in YouTube

csharp machine-learning ml-agents tensorflow unity

Last synced: 27 Oct 2024

https://github.com/kinhong/OpenLabeler

OpenLabeler is an open source desktop application for annotating objects for AI appplications

annotations cross-platform deep-learning desktop-application detection docker labeling-tool nueral-networks recognition tensorflow

Last synced: 03 Aug 2024

https://github.com/guillaume-chevalier/hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

cnn cnn-keras hyperopt hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters-optimization keras tensorflow

Last synced: 16 Nov 2024

https://github.com/PINTO0309/MobileNetV2-PoseEstimation

Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.

intel lattepanda ncs ncs2 opencv openvino pose-estimation python raspberrypi raspbian tensorflow tensorflow-lite ubuntu

Last synced: 06 Nov 2024

https://github.com/pinto0309/mobilenetv2-poseestimation

Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.

intel lattepanda ncs ncs2 opencv openvino pose-estimation python raspberrypi raspbian tensorflow tensorflow-lite ubuntu

Last synced: 01 Nov 2024

https://github.com/HiKapok/tf.extra_losses

Large-Margin Softmax Loss, Angular Softmax Loss, Additive Margin Softmax, ArcFaceLoss And FocalLoss In Tensorflow

angular-softmax arcface focalloss large-margin-softmax sphereface tensorflow

Last synced: 04 Nov 2024

https://github.com/charliegerard/whoosh

[Prototype] Control a 3D spaceship with hand movements

creative-coding javascript machine-learning tensorflow tensorflowjs threejs

Last synced: 15 Nov 2024

https://github.com/santhisenan/SDN_DDoS_Simulation

An attempt to detect and prevent DDoS attacks using reinforcement learning. The simulation was done using Mininet.

ddos-detection ddos-simulation ddpg-agent mininet openvswitch reinforcement-learning ryu sdn tensorflow

Last synced: 05 Nov 2024

https://github.com/amicks/speculator

API for predicting the next Bitcoin and Ethereum with machine learning and technical analysis

algorithm finance machine-learning market python python3-6 scikit-learn technical-analysis tensorflow

Last synced: 15 Nov 2024

https://github.com/second-state/WasmEdge-go

The GO language SDK and API for WasmEdge

go golang tensorflow wasmedge webassembly

Last synced: 31 Oct 2024

https://github.com/Fei-Wang/insightface

implementation of insightface by using Tensorflow

arcface insightface retinaface tensorflow

Last synced: 13 Nov 2024

https://github.com/takuseno/ppo

Proximal Policy Optimization implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 15 Nov 2024

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 525 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-tensorflow-lite 110 awesome-robotics 72 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 awesome-tensorlayer 51 graph-networks 246 awesome-tensorflow-js 55 awesome-python-machine-learning-resources 1,884 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" />📃 408 Tutorials 206 Research Papers 202 Research 198 Uncategorized 184 文本数据和NLP 182 Models with samples 157 Descriptive Resources 136 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 123 图像数据与CV 106 Learning 101 Papers & Codes 100 模型的可解释性 99 Posts and Articles 96 超参数优化和AutoML 93 Papers 84 工作流程和实验跟踪 80 Learn 78