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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/hwchong/MNIST_DRAW

This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.

coreml ios ios11 keras mnist objective-c tensorflow

Last synced: 07 Aug 2024

https://github.com/vishal-v/100-days-of-ml-code

A 100 Day ML Challenge to learn and implement ML/DL concepts ranging from the basics of Machine Learning to advanced Deep Learning.

100-days-of-ml-code python pytorch sklearn tensorflow

Last synced: 10 Oct 2024

https://github.com/tensorlayer/chinese-book

《深度学习:一起玩转TensorLayer》资源分享、讨论

deep-learning tensorflow tensorlayer

Last synced: 10 Nov 2024

https://github.com/felixmohr/deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

dcgan deep-learning gan generative-adversarial-network lstm neural-networks python python3 style-transfer tensorflow tensorflow-tutorials vae variational-autoencoder

Last synced: 26 Sep 2024

https://github.com/charliegerard/washOS

Automatic detection of water running to trigger a countdown in the browser

creative-coding javascript machine-learning tensorflow tensorflowjs tfjs

Last synced: 04 Nov 2024

https://github.com/patlevin/tfjs-to-tf

A TensorFlow.js Graph Model Converter

converter python tensorflow tensorflowjs-models

Last synced: 14 Nov 2024

https://github.com/deep-diver/cifar10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

cifar-10 convolutional-neural-networks deep-learning tensorflow

Last synced: 01 Nov 2024

https://github.com/rubenszimbres/repo-2019

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

anomaly-detection aws-emr-clusters aws-rds bert bert-model emr-cluster googleassistant googlespeech hiveql keras-tensorflow mathe mathematica pyspark raspberry-pi-3 sql-server tensorflow wolfram-mathematica

Last synced: 11 Oct 2024

https://github.com/eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

deep-learning machine-learning pytorch spark tensorflow

Last synced: 03 Nov 2024

https://github.com/brendanator/atari-rl

Atari - Deep Reinforcement Learning algorithms in TensorFlow

atari deep-reinforcement-learning tensorflow

Last synced: 08 Nov 2024

https://github.com/hankcs/id-cnn-cws

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

bilstm cnn crf cws nlp tensorflow

Last synced: 27 Oct 2024

https://github.com/hhk7734/tensorflow-yolov4

YOLOv4 Implemented in Tensorflow 2.

coral edgetpu tensorflow tflite tpu yolov4

Last synced: 29 Sep 2024

https://github.com/yeephycho/nasnet-tensorflow

A nasnet in tensorflow

nasnet tensorflow

Last synced: 31 Oct 2024

https://github.com/eisenjulian/nlp_estimator_tutorial

Educational material on using the TensorFlow Estimator framework for text classification

estimator nlp tensorflow text-classification

Last synced: 03 Sep 2024

https://github.com/getnamo/MachineLearningRemote-Unreal

Machine Learning plugin for the Unreal Engine, encapsulating calls to remote python servers running e.g. Tensorflow/Pytorch.

cpp machine-learning plugin pytorch socket-io tensorflow unreal

Last synced: 29 Oct 2024

https://github.com/peteryuX/esrgan-tf2

ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.

colab colab-notebook esrgan esrgan-tf2 gan perceptual-losses sr super-resolution tensorflow tf2

Last synced: 27 Oct 2024

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers

Last synced: 14 Oct 2024

https://github.com/yusugomori/deeplearning-tf2

Deep learning model zoo with TensorFlow 2.X (& Keras)

deep-learning keras tensorflow tensorflow2

Last synced: 07 Nov 2024

https://github.com/AlirezaShamsoshoara/Fire-Detection-UAV-Aerial-Image-Classification-Segmentation-UnmannedAerialVehicle

Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))

classification dataset dnn fire imagery keras segmentation tensorflow uav

Last synced: 10 Nov 2024

https://github.com/titu1994/mobilenetworks

Keras implementation of Mobile Networks

imagenet keras mobilenets neural-network tensorflow

Last synced: 27 Oct 2024

https://github.com/abdulfatir/prototypical-networks-tensorflow

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

deep-learning few-shot ipython-notebook miniimagenet nips-2017 omniglot one-shot-learning tensorflow

Last synced: 11 Oct 2024

https://github.com/nlp-love/model_log

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具,可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等,并以曲线图的形式进行展现对比,轻松三步即可实现。

deep-learning log machine-learning metric model pytorch tensorflow

Last synced: 10 Nov 2024

https://github.com/chaitjo/personalized-dialog

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)

babi-tasks chatbots dataset deep-learning dialog memory-networks personalization tensorflow

Last synced: 02 Nov 2024

https://github.com/danieldk/tensorflow

Go binding for Tensorflow

binding golang tensorflow

Last synced: 01 Nov 2024

https://github.com/jesperdramsch/keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

cnn complex complex-numbers convolutional-neural-networks deep-learning keras keras-tensorflow neural-network tensorflow

Last synced: 29 Sep 2024

https://github.com/philipperemy/tensorflow-ctc-speech-recognition

Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).

ctc ctc-loss deep-learning machine-learning speech-analysis speech-recognition speech-to-text tensorflow tensorflow-1-0 tutorial

Last synced: 12 Nov 2024

https://github.com/dominhhai/captcha-breaker

High Accuracy Captcha Breaker with Tensorflow and Node.js

captcha nodejs tensorflow

Last synced: 26 Oct 2024

https://github.com/eragonruan/refinenet-image-segmentation

a tensorflow implement of refinenet ,RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

refinenet semantic-segmentation tensorflow

Last synced: 10 Nov 2024

https://github.com/cvalenzuela/scenescoop

A tool to describe the content of videos and suggest similar scenes in other videos/films.

learning machine movie python scene tensorflow video

Last synced: 07 Aug 2024

https://github.com/kaize0409/GCN_AnomalyDetection

Code for Deep Anomaly Detection on Attributed Networks (SDM2019)

graph-anomaly-detection graph-neural-networks tensorflow

Last synced: 02 Nov 2024

https://github.com/bpiel/guildsman

TensorFlow library for Clojure

clojure deep-learning machine-learning tensorflow

Last synced: 27 Oct 2024

https://github.com/qdata/adversarialdnn-playground

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

adversarial-samples deep-neural-networks machine-learning neural-network python tensorflow visualization

Last synced: 12 Nov 2024

https://github.com/philipperemy/tensorflow-phased-lstm

Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

deep-learning lstm-model machine-learning mnist-dataset recurrent-networks tensorflow tensorflow-1-0

Last synced: 12 Nov 2024

https://github.com/jiehe96/ios_tensorflow_objectdetection_example

An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101

faster-rcnn ios objectdetection ssd ssd-inceptionv2 ssd-mobilenet tensorflow tensorflow-ios tensorflow-models

Last synced: 12 Nov 2024

https://github.com/QData/AdversarialDNN-Playground

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

adversarial-samples deep-neural-networks machine-learning neural-network python tensorflow visualization

Last synced: 09 Nov 2024

https://github.com/pinto0309/keras-oneclassanomalydetection

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

anomaly-detection caffe cnn grad-cam keras mobilenetv2 onnx openvino pytorch raspberrypi tensorflow

Last synced: 01 Nov 2024

https://github.com/burliEnterprises/tensorflow-music-generator

generates music (midi files) using a Tensorflow RNN

midi music-generation tensorflow

Last synced: 03 Aug 2024

https://github.com/scaleoutsystems/fedn

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 29 Oct 2024

https://github.com/hosseinshn/basic-multi-task-learning

This is a repository for Multi-task learning with toy data in Pytorch and Tensorflow

multitask-learning pytorch tensorflow

Last synced: 08 Nov 2024

https://scaleoutsystems.github.io/fedn/

FEDn: An open framework and a managed platform for real-world federated machine learning.

edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow

Last synced: 03 Aug 2024

https://github.com/tensorflow/tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

machine-learning mlops neural-network python special-interest-group tensorflow tfx

Last synced: 07 Oct 2024

https://github.com/rsnk96/Ubuntu-Setup-Scripts

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

anaconda cuda deep-learning deeplearning dl ffmpeg installers ml opencv python pytorch tensorflow tensorflow-setup ubuntu zsh

Last synced: 06 Nov 2024

https://github.com/mortenjust/trainer-mac

Trains a model, then generates a complete Xcode project that uses it - no code necessary

ai deep-learning deep-neural-networks image-recognition ios machine-learning swift tensorflow xcode

Last synced: 07 Nov 2024

https://github.com/jiamings/cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

cramer-gan generative generative-adversarial-network generative-model tensorflow tensorflow-experiments tensorflow-models wasserstein-gan

Last synced: 12 Nov 2024

https://github.com/spotify/spotify-tensorflow

Provides Spotify-specific TensorFlow helpers

python tensorflow utils

Last synced: 14 Nov 2024

https://github.com/andrewekhalel/edafa

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

augmentation classification computer-vision keras pytorch segmentation super-resolution tensorflow wrapper

Last synced: 31 Oct 2024

https://github.com/trigeorgis/mdm

A TensorFlow implementation of the Mnemonic Descent Method.

deep-learning face face-alignment mdm menpo pretrained-models snapchat tensorflow

Last synced: 28 Oct 2024

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/alshedivat/meta-blocks

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

api benchmark deep-learning learning-to-learn meta-learning python tensorflow toolbox

Last synced: 12 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/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/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: 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/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/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/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/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/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/ymcui/lamb_optimizer_tf

LAMB Optimizer for Large Batch Training (TensorFlow version)

bert optimizer tensorflow

Last synced: 28 Oct 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