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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/mariusbrataas/flowpoints_ml

An intuitive approach to creating deep learning models

deep-learning flowchart js machine-learning python pytorch react tensorflow

Last synced: 03 Aug 2024

https://github.com/pkmital/pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

autoregressive celeba conditional course cyclegan dcgan deep-learning gan glove magenta mooc neural-network nsynth pixelcnn tensorflow tutorial vae vae-gan wavenet word2vec

Last synced: 29 Oct 2024

https://github.com/watsonyanghx/CNN_LSTM_CTC_Tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

cnn ctc lstm ocr tensorflow

Last synced: 03 Nov 2024

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 09 Nov 2024

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 11 Oct 2024

https://github.com/Charleswyt/tf_audio_steganalysis

Audio steganalysis with tensorflow.

audio cnn deep-learning mp3 steganalysis tensorflow

Last synced: 15 Aug 2024

https://github.com/hnarayanan/artistic-style-transfer

Convolutional neural networks for artistic style transfer.

convolutional-neural-networks keras talk tensorflow tutorial-code

Last synced: 31 Oct 2024

https://github.com/iwatake2222/self-driving-ish_computer_vision_system

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

autonomous-driving cpp deep-learning tensorflow tensorrt

Last synced: 28 Oct 2024

https://github.com/huseinzol05/Gather-Deployment

Gathers Python deployment, infrastructure and practices.

airflow docker docker-compose kafka pyflink pyspark python tensorflow

Last synced: 06 Nov 2024

https://github.com/morvanzhou/train-robot-arm-from-scratch

Build environment and train a robot arm from scratch (Reinforcement Learning)

ddpg machine-learning python reinforcement-learning reinforcement-learning-excercises robot-arm tensorflow tutorial

Last synced: 06 Nov 2024

https://github.com/rwth-i6/returnn

The RWTH extensible training framework for universal recurrent neural networks

deep-learning gpu recurrent-neural-networks tensorflow theano

Last synced: 13 Oct 2024

https://github.com/dongjunlee/transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

attention deep-learning experiments hb-experiment nlp tensorflow transformer translation

Last synced: 08 Nov 2024

https://github.com/iwatake2222/play_with_tflite

Sample projects for TensorFlow Lite in C++ with delegates such as GPU, EdgeTPU, XNNPACK, NNAPI

cpp deep-learning edgetpu opencv tensorflow tensorflow-lite

Last synced: 27 Oct 2024

https://github.com/DongjunLee/transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

attention deep-learning experiments hb-experiment nlp tensorflow transformer translation

Last synced: 07 Nov 2024

https://github.com/colineberhardt/wasm-sudoku-solver

a WebAssembly-powered AR sudoku solver

opencv sudoku-solver tensorflow webassembl

Last synced: 26 Oct 2024

https://github.com/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 31 Oct 2024

https://github.com/ymcui/pert

PERT: Pre-training BERT with Permuted Language Model

bert nlp plm pre-trained-model pytorch tensorflow transformers

Last synced: 28 Oct 2024

https://github.com/1202kbs/Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

computer-vision deep-taylor-decomposition interpretable-deep-learning lrp sensitivity-analysis tensorflow tutorial

Last synced: 02 Aug 2024

https://github.com/ymcui/PERT

PERT: Pre-training BERT with Permuted Language Model

bert nlp plm pre-trained-model pytorch tensorflow transformers

Last synced: 03 Aug 2024

https://github.com/domluna/memn2n

End-To-End Memory Network using Tensorflow

memory-networks nlp tensorflow

Last synced: 26 Oct 2024

https://github.com/ColinEberhardt/wasm-sudoku-solver

a WebAssembly-powered AR sudoku solver

opencv sudoku-solver tensorflow webassembl

Last synced: 06 Nov 2024

https://github.com/tensorflow/fairness-indicators

Tensorflow's Fairness Evaluation and Visualization Toolkit

fairness-indicators fairness-ml tensorflow

Last synced: 07 Oct 2024

https://github.com/alibaba-edu/simple-effective-text-matching

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

deep-learning nlp quora-question-pairs snli tensorflow

Last synced: 06 Nov 2024

https://github.com/quantylab/rltrader

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)

deep-learning keras python pytorch reinforcement-learning tensorflow

Last synced: 11 Oct 2024

https://github.com/theAIGuysCode/yolov3_deepsort

Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.

deep-sort object-tracker tensorflow yolov3

Last synced: 09 Nov 2024

https://github.com/clovaai/assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

computer-vision convolutional-neural-networks deep-learning food-101 image-classification imagenet inference-throughput mce robustness tensorflow transfer-learning

Last synced: 05 Nov 2024

https://github.com/yashk2810/image-captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 31 Oct 2024

https://github.com/szymonmaszke/torchdatasets

PyTorch dataset extended with map, cache etc. (tensorflow.data like)

cache concatenate dataset disk filter library map pytorch tensorflow tf-data torch

Last synced: 01 Nov 2024

https://github.com/wuba/qa_match

A simple effective ToolKit for short text matching

58 ai deep-learning dssm lstm machine-learning nlp qabot qatools tensorflow

Last synced: 03 Aug 2024

https://github.com/Nyandwi/ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 02 Aug 2024

https://github.com/hereismari/mnist-android-tensorflow

Handwritten digits classification from MNIST with TensorFlow on Android; Featuring Tutorial!

android mnist mnist-classification tensorflow tensorflow-tutorials tutorial x86

Last synced: 10 Oct 2024

https://github.com/machine-learning-apps/Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 25 Oct 2024

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 29 Sep 2024

https://github.com/kengz/openai_lab

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

actor-critic ddpg deep-reinforcement-learning experiment keras openai policy-gradient reinforcement-learning tensorflow

Last synced: 13 Oct 2024

https://github.com/ecs-vlc/FMix

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

augmentation pytorch pytorch-lightning tensorflow torchbearer

Last synced: 02 Aug 2024

https://github.com/yashk2810/Image-Captioning

Image Captioning using InceptionV3 and beam search

beam-search cnn image-captioning keras lstm tensorflow

Last synced: 07 Aug 2024

https://github.com/CyberZHG/keras-radam

RAdam implemented in Keras & TensorFlow

adam keras optimizers radam rectified-adam tensorflow

Last synced: 05 Nov 2024

https://github.com/adalca/neurite

Neural networks toolbox focused on medical image analysis

brain convolutional-neural-networks keras medical-image-computing medical-imaging python tensorflow

Last synced: 03 Aug 2024

https://github.com/cyberzhg/keras-radam

RAdam implemented in Keras & TensorFlow

adam keras optimizers radam rectified-adam tensorflow

Last synced: 27 Sep 2024

https://github.com/conchylicultor/musicgenerator

Experiment diverse Deep learning models for music generation with TensorFlow

deep-learning music-generation rnn tensorflow

Last synced: 31 Oct 2024

https://github.com/yongzhuo/macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

bert embedding keras ner python3 relation-extraction sequence-labeling tensorflow text-classification

Last synced: 30 Oct 2024

https://github.com/prbonn/bonnet

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

convolutional-neural-networks robotics ros semantic-segmentation tensorflow tensorrt

Last synced: 07 Nov 2024

https://github.com/Conchylicultor/MusicGenerator

Experiment diverse Deep learning models for music generation with TensorFlow

deep-learning music-generation rnn tensorflow

Last synced: 04 Aug 2024

https://github.com/sony/model_optimization

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

deep-learning deep-neural-networks edge-ai machine-learning network-compression network-quantization neural-network optimizer ptq pytorch qat quantization tensorflow

Last synced: 08 Nov 2024

https://github.com/guillaume-chevalier/HAR-stacked-residual-bidir-LSTMs

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

bidirectional-lstm-cells human-activity-recognition lstm residual-layers residual-lstm-cells rnn stacked-layers tensorflow

Last synced: 06 Nov 2024

https://github.com/bethgelab/model-vs-human

Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)

benchmark pytorch robustness tensorflow toolbox

Last synced: 03 Aug 2024

https://github.com/guillaume-chevalier/har-stacked-residual-bidir-lstms

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

bidirectional-lstm-cells human-activity-recognition lstm residual-layers residual-lstm-cells rnn stacked-layers tensorflow

Last synced: 31 Oct 2024

https://github.com/scisharp/scisharp-stack-examples

Practical examples written in SciSharp's machine learning libraries

csharp scisharp tensorflow tensorflow-examples

Last synced: 10 Oct 2024

https://github.com/stratospark/keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

deep-learning keras multiprocessing tensorflow

Last synced: 05 Nov 2024

https://github.com/bjpcjp/scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

deep-learning scikit-learn tensorflow tensorflow-tutorials

Last synced: 13 Oct 2024

https://github.com/rlgraph/rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

deep-learning deep-reinforcement-learning dqn machine-learning neural-networks ppo pytorch reinforcement-learning tensorflow

Last synced: 02 Nov 2024

https://github.com/gasteigerjo/ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

deep-learning gcn gnn graph-algorithms graph-classification graph-neural-networks machine-learning pagerank pytorch tensorflow

Last synced: 08 Nov 2024

https://github.com/sozykin/dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 13 Oct 2024

https://github.com/nrontsis/pilco

Bayesian Reinforcement Learning in Tensorflow

gaussian-processes machine-learning model-based-rl reinforcement-learning tensorflow

Last synced: 26 Oct 2024

https://github.com/BMW-InnovationLab/BMW-Labeltool-Lite

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

annotaion auto-label autolabeling bounding-box boundingbox computer-vision deep-learning docker image-annotation inference label labeling-tool labeltool neural-network object-detection smart-labeling synthetic-data tensorflow voc yolov4

Last synced: 03 Aug 2024

https://github.com/bytedance/byteir

A model compilation solution for various hardware

llm llvm mlir mlsys onnx pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/dionhaefner/pyhpc-benchmarks

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

benchmarks cupy gpu high-performance-computing jax parallel-computing python pytorch tensorflow

Last synced: 29 Oct 2024

https://github.com/djangopeng/tensorflow-in-depth

《深入理解TensorFlow》项目代码与样章

architecture book principles tensorflow

Last synced: 31 Oct 2024

https://github.com/apcode/tensorflow_fasttext

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

fasttext language-identification tensorflow text-classifier

Last synced: 30 Oct 2024

https://github.com/GaoQ1/rasa_nlu_gq

turn natural language into structured data(支持中文,自定义了N种模型,支持不同的场景和任务)

bert bilstm-idcnn jieba natural-language nlp nlu rasa rasa-nlu rasa-nlu-gao tensorflow

Last synced: 02 Nov 2024

https://github.com/nicolov/segmentation_keras

DilatedNet in Keras for image segmentation

caffe deeplearning keras segmentation tensorflow

Last synced: 05 Nov 2024

https://github.com/zhouzaihang/flutter_hand_tracking_plugin

这是一个 Flutter Packge 以实现摄像头精确追踪并识别十指的运动路径/轨迹和手势动作, 且输出22个手部关键点以支持更多手势自定义. 基于这个包可以编写业务逻辑将手势信息实时转化为指令信息: 一二三四五, rock, spiderman...还可以对不同手势编写不同特效. 可用于短视频直播特效, 智能硬件等领域, 为人机互动带来更自然丰富的体验

dart flutter flutter-apps flutter-demo handtracking kotlin-android mediapipe opencv-android-sdk protobuf tensorflow

Last synced: 04 Aug 2024

https://github.com/lifeomic/sparkflow

Easy to use library to bring Tensorflow on Apache Spark

apache-spark dataframe deep-learning lifeomic pipeline spark-ml tensorflow

Last synced: 12 Oct 2024

https://github.com/cjekel/piecewise_linear_fit_py

fit piecewise linear data for a specified number of line segments

numpy piecewise-linear piecewise-regression python scipy segment segmented tensorflow

Last synced: 14 Oct 2024

https://github.com/minimaxir/reactionrnn

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

deep-learning keras r sentiment-analysis tensorflow

Last synced: 13 Oct 2024

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 07 Nov 2024

https://github.com/wookayin/tensorflow-plot

📈 TensorFlow + Matplotlib as TF ops

matplotlib plot python tensorboard tensorflow tfplot

Last synced: 01 Nov 2024

https://github.com/khanhnamle1994/fashion-recommendation

A clothing retrieval and visual recommendation model for fashion images.

computer-vision deepfashion fashion-recommendation floydhub numpy pandas python3 resnet tensorflow

Last synced: 10 Nov 2024