Tensorflow | Ecosyste.ms: Awesome

https://github.com/edaaydinea/upschool-google-developers-machine-learning-program

This repository contains all materials, and projects related to Machine Learning, Deep Learning, TensorFlow, and Data Engineering within the 4.5-month Up School & Google Developers Machine Learning Program.

deep-learning-specialization gcp-data-engineer gcp-ml tensorflow upschool

Last synced: 11 Apr 2025

https://github.com/toelt-llc/course-zhaw-dlcourse-spring2019

This repository contains the material for the Deep Learning Course held at the ZHAW in Spring 2019

deep-learning python teaching tensorflow

Last synced: 13 Apr 2025

https://github.com/kaylakremer/tensor-shade

A machine learning app that uses TensorFlow.js, React, and Parcel to best match makeup foundation shades from various beauty brands to images of skin tones.

babel canvas html5 javascript makeup-brands mobile-first now-sh parcel photos react responsive-design scss shades skin tensorflow tensorflowjs

Last synced: 12 May 2025

https://github.com/faisalahmedbijoy/tensorflow-for-deep-learning-udacity

Introduction to Deep Learning with TensorFlow by Udacity

cnns computer-vision deep-learning image-classification keras-tensorflow nlp tensorflow udacity

Last synced: 13 May 2025

https://github.com/harshuljain13/deepneuralnets--alzheimer

Alzheimer Detection using Deep Neural nets

alzheimer-disease-prediction cnn deeplearning keras lstm tensorflow

Last synced: 14 Apr 2025

https://github.com/ibrahimsharaf/open-domain-chatbot

[WIP] A chatbot based on the paper "A nerual conversational model" from Google, built with TensorFlow

chatbot deep-learning machine-learning natural-language-processing recurrent-neural-networks tensorflow

Last synced: 22 Mar 2025

https://github.com/the-swarm-corporation/hyena-y

A PyTorch implementation of the Hyena-Y model, a convolution-based multi-hybrid architecture optimized for edge devices.

agents ai attention gqa hyena loguru ml model pytorch ssms tensorflow transformers

Last synced: 14 Sep 2025

https://github.com/10zinten/food-image-classifier

Django application to generate food ingredients from food image using fine-tuned ResNet50

django food-classification keras notebook numpy pandas python resnet-50 tensorflow

Last synced: 28 Jun 2025

https://github.com/neilblaze/gsoc-23

Journey Book of Google SoC'23

google-summer-of-code mediapipe tensorflow

Last synced: 13 Apr 2025

https://github.com/yuhui-zh15/gpu-smart

Interactive Automatic GPU Manager

cuda cudnn deep-learning gpu manager neural-network nvidia pytorch tensorflow

Last synced: 22 Jun 2025

https://github.com/sarthak-1408/indian-food-classification

This Repo Represents Indian Food Classification and with the help of this project you can easily identify the Indian food

classification-model deep-learning deep-neural-networks flask flask-application image-classification keras-neural-networks keras-tensorflow tensorflow

Last synced: 25 Sep 2025

https://github.com/ct83/driver

An AI in Python using Tensorflow and OpenCV to drive cars in computer games

ai alexnet artificial-intelligence driver driving-cars gta gta-san-andreas machine-learning open-cv opencv opencv-python opencv-python-tutorial opencv-python-tutorials opencv3 opencv3-python python python3 self-driving-car self-driving-cars tensorflow

Last synced: 02 Aug 2025

https://github.com/kiril-me/rep-task

Recognizing Textual Entailment

keras machine-learning nlp tensorflow text-entailment

Last synced: 03 Aug 2025

https://github.com/cyberfantics/bitcoin-price-prediction

A deep learning-based web app for predicting future Bitcoin prices using historical data. Users can interactively select prediction days and view recent price data in real-time.

artificial-intelligence artificial-neural-networks bitcoin deep-learning machine-learning neural-network prediction-model scikit-learn tensorflow

Last synced: 13 Aug 2025

https://github.com/linchuming/wssdcnn

The unofficial implementation of Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting via TensorFlow

retargeting tensorflow

Last synced: 06 Oct 2025

https://github.com/ruancomelli/boiling-learning

Deep learning models for phase-change quantification and classification

boiling cnn computer-vision condensation convolutional-neural-networks deep-learning deep-neural-networks heat-transfer keras-tensorflow machine-learning phase-change python tensorflow tensorflow2

Last synced: 05 Oct 2025

https://github.com/ahmetozlu/tensorflow_blob_analysis

A sample project to perform blob analysis on images with TensorFlow and Keras to detect blobs and analyze their shape features such as the presence, number, area, position, length, and direction of lumps.

blob-analysis blob-area-calculation blob-area-prediction blob-bounding-boxing blob-detection blob-length-prediction blob-perimeter-calculation blob-perimeter-prediction blob-width-prediction image-processing keras object-area-calculation object-area-measurement object-area-prediction object-length-calculation object-length-prediction tensorflow

Last synced: 17 Aug 2025

https://github.com/nikhilroxtomar/dog-breed-classifier-using-tf2.0

A simple classification model takes the advantage of transfer learning to train the model to identify the dog images.

deep-learning dog-breed-classifier image-classification mobilenetv2 resnet-50 tensorflow

Last synced: 26 Aug 2025

https://github.com/pionxzh/ai-pikaball

AI play Pikaball Volleyball with DQN network

dqn machine-learning pikachu tensorflow

Last synced: 14 Apr 2025

https://github.com/chakazul/hanet

Hybrid Architecture Network, originally VAE+CPPN+GAN by hardmaru

cppn gan keras tensorflow vae vae-gan

Last synced: 04 Oct 2025

https://github.com/haoheliu/key-word-spotting-dnn-gru-dscnn

key word spotting GRU/DNN/DSCNN

dnn gru key-word-spotting tensorflow tensorflow-experiments

Last synced: 24 Oct 2025

https://github.com/strayswonderland/neural-network-for-emotion-recognition-from-speech

Convolutional neural network for language-independend emotion classification from recorded speech

cnn convolutional-neural-networks deep-learning emotion-recognition hacktoberfest hacktoberfest2021 machine-learning neural-network tensorflow

Last synced: 04 Mar 2026

https://github.com/claudiucreanga/hands-on-machine-learning-scikit-learn-tensorflow-oreilly-geron

Book Hands on Machine Learning with Scikit-Learn and Tensorflow from O'reilly - Geron

machine-learning python scikit-learn tensorflow

Last synced: 14 Oct 2025

https://github.com/monatis/ai-aas

AI as a Service. Production is all you need

ai deep-learning machine-learning ml tensorflow

Last synced: 10 Oct 2025

https://github.com/alamkanak/parkinsons-research

An experiment to detect Parkinson's Disease using speech data

keras machine-learning python tensorflow

Last synced: 22 Apr 2025

https://github.com/andreabac3/nlp-named-entity-recognition

Named Entity Recognition with 92.5% of F1-Score, developed in Pytorch using PoS embeddings, Word2Vec

conditional-random-field crf named-entity-recognition natural-language-processing ner neural-network neural-networks nlp postagging pytorch spacy tensorflow w2v word2vec

Last synced: 27 Oct 2025

https://github.com/notai-tech/keras-craft

Extremely easy to use Text Detection module with CRAFT pre-trained model.

craft cv east keras scene-text-detection scene-text-recognition tensorflow text-detection text-recognition

Last synced: 28 Apr 2025

https://github.com/abhijithganesh/stocksage

My stock analysis project using LSTM and SARIMA. This is a test project and it is not financial advise.

arima docker fastapi grafana jupyter jupyter-notebook lstm postgresql sarima stock-market tensorflow

Last synced: 27 Oct 2025

https://github.com/mrgemy95/gan-tensorflow

This's a re-implementation of generative adversarial networks using tensorflow.

deep-learning generative-adversarial-network python tensorflow

Last synced: 09 Oct 2025

https://github.com/stdogpkg/stdog

The main goal of StDoG is to provide a package which can be used to study dynamical and structural properties (like spectra) on graphs with a large number of vertices.

complex-networks eigenvalues gpu graph kuramoto-model spectral-analysis tensorflow

Last synced: 12 Apr 2025

https://github.com/erikbavenstrand/performance-evaluation-of-imitation-learning-algorithms-with-human-experts

Performance Evaluation of Imitation Learning, DAGGER and HG-DAGGER

imitation-learning machine-learning python tensorflow torcs

Last synced: 07 Sep 2025

https://github.com/sshanu/bidirectional-attention-flow-for-machine-comprehension

Machine Comprehension using Squad and Triviqa Data sets

attention-mechanism attention-model bidaf bidaf-pos character-level-cnn comprehension context-to-query-attention highway-network lstm machine machine-comprehension memen part-of-speech part-of-speech-embdding part-of-speech-tagger pos-embedding query-to-context-attention question-answering tensorflow

Last synced: 23 Jul 2025

https://github.com/jwest951227/emotiondetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow

Last synced: 21 Jun 2025

https://github.com/frangelbarrera/phishing-detection-rnn-cnn

Offline phishing detection model for websites using a hybrid CNN–LSTM architecture. Operates without internet access, classifying URLs as legitimate or potentially malicious based on learned patterns.

cnn cybersecurity hybrid-neural-network lstm machine-learning malware-prevention offline-models phishing-detection python rnn security-tools tensorflow threat-detection url-analysis

Last synced: 12 Apr 2026

https://github.com/mreliptik/keras_to_tf_ncs2

Keras to Tensorflow test for Neural Compute Stick 2

keras model-optimizer ncs2 openvino tensorflow

Last synced: 18 Mar 2025

https://github.com/kazuhito00/unity-barracuda-mobilenet-webgl-sample

Unity Barracudaを用いてMobileNet(画像クラス分類)をWebGL上で推論するサンプルです。

android barracuda mobilenet onnx tensorflow unity webgl

Last synced: 15 Jul 2025

https://github.com/matlab-deep-learning/coexecution_speech_command

PyTorch and TensorFlow Co-Execution for Speech Command Recognition

audio co-execution deep-learning example matlab matlab-deep-learning pytorch tensorflow

Last synced: 07 May 2025

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

TensorFlow implementation of Auto-Encoding Variational Bayes.

generative-model hb-experiment mnist tensorflow variational-autoencoders variational-inference

Last synced: 17 Mar 2026

https://github.com/artreex/crypto-signals-tg-bot

A bot for Telegram based on a neural network that displays signals for the purchase/sale of cryptocurrency.

bot cryptocurrency node signals telegram tensorflow typescript

Last synced: 13 Apr 2026

https://github.com/smith42/keras-relativistic-gan

Keras (TensorFlow) implementation of the Relativistic Average GAN.

cnn gan keras machine-learning relativistic-discriminator tensorflow

Last synced: 02 Aug 2025

https://github.com/kanchishimono/self-attention-recommendation

attention-recommendation deep-learning keras keras-tensorflow machine-learning recommendation-system tensorflow

Last synced: 15 Apr 2025

https://github.com/alrza2003/binancetrader

AI-powered trading bot using Python, pandas, scikit-learn, NumPy, and TensorFlow. Interacts with Binance API for cryptocurrency trading based on ZigZag indicator and AI predictions.

binance ccxt cryptocurrency data-analysis numpy pandas python statistics tensorflow trading trading-algorithms trading-strategies tradingbot

Last synced: 12 Apr 2026

https://github.com/mingtaoguo/rnn-tensorflow

Some interesting applications of RNN, e.g. char rnn (pomes generation), seq2seq (machine translation), image captioning (NIC)

imagecaptioning poem-generator seq2seq tensorflow

Last synced: 10 Jul 2025

https://github.com/arjunan-k/machine-learning

Machine Learning Specialization by Andrew Ng in collaboration between DeepLearning.AI and Stanford Online in Coursera.

data-science deep-learning neural-networks tensorflow

Last synced: 05 Oct 2025

https://github.com/rajeshkanugu/cotton-doctor

An ML-based application to predict cotton diseases accurately

android-studio cotton-disease-predictor kotlin open-source tensorflow tflite xml

Last synced: 12 Oct 2025

https://github.com/faisalahmedbijoy/nsl-ra-training

Research Assistant Trainee, Next Solution lab

algorithm computer-vision data-structures deep-learning graph-algorithms hackerrank-solutions image-processing machine-learning natural-language-processing numpy object-detection python3 solution-lab tensorflow

Last synced: 13 May 2025

https://github.com/barqawiz/aind2-nlp-translation

Machine translation pipeline. Ready models to translate between languages.

keras nlp tensorflow translation

Last synced: 16 Sep 2025

https://github.com/russfellows/s3dlio

Part of the sai3 project that delivers multi-protocol storage access for AI/ML workflows, supporting Pytorch, Tensorflow and Jax. This project provides a CLI, along with Rust and Python libraries for AI/ML storage workflows. Supporting S3, File, Azure Blob and GCS using the latest Rust SDKs.

ai-ml ai-storage aws-s3 azure-blob file-io gcs jax python-library pytorch rust rust-crate s3 sai3 tensorflow

Last synced: 13 May 2026

https://github.com/p16i/blackbox-optimization-using-rnns

This project is a part of "Neural Information Processing Project" taught at TU Berlin.

blackbox-optimization deep-learning gaussian-processes lstm tensorflow

Last synced: 22 Apr 2025

https://github.com/mrankitgupta/python-libraries-roadmap

I am sharing lessons in various Python Libraries from scratch to intermediate including practice sets which were useful into my journey of Data Science.

66daysofdata ai analytics ankitgupta artificial-intelligence data-science data-visualization libraries library machine-learning matplotlib mrankitgupta numpy pandas python python-libraries python-library pythonlib scikit-learn tensorflow

Last synced: 22 Apr 2025

https://github.com/anuj-rai-23/phosc-zero-shot-word-recognition

Implementation of PHOSNet and Pho(SC)Net for Word Recognition in Historical Documents. Implemented using Tensorflow 2.x

deep-learning deep-neural-networks historical-document-analysis historical-documents icdar icdar2021 keras-tensorflow neural-networks phocnet phoscnet phosnet spatial-pyramid-pooling tensorflow word-recognition zero-shot-learning

Last synced: 10 Jun 2025

https://github.com/brucedone/tensorflow-gpu-docker

tensorflow gpu docker file to build docker image

docker dockerfile jupyter-notebook machine-learning nvidia-docker python tensorflow

Last synced: 18 Jun 2025

https://github.com/prashantkoirala465/sign2text-nepali-sign-language-to-text-translation

Welcome to Sign2Text! 🎉 This innovative project translates Nepali Sign Language (NSL) into text. Developed for a hackathon challenge, this solution combines machine learning, computer vision, and web technologies to deliver Nepali sign language translations.

keras-tensorflow nextjs numpy opencv python reactjs tailwind-css tailwindcss tensorflow typescript

Last synced: 28 Aug 2025

https://github.com/gautam-j/traffic-analysis

Vehicle detection and tracking using deep learning and computer vision.

deep-learning deep-sort flask object-detection object-tracking opencv tensorflow yolo yolov4

Last synced: 05 Jul 2025

https://github.com/jason-dai/aaai2019

AAAI 2019 Tutorial

aaai analytics bigdl deep-learning keras neural-network spark tensorflow

Last synced: 06 Jul 2025

https://github.com/ksalama/data2cooc2emb2ann

Learning embeddings from item co-occurrence statistics, and building an approx. nearest neighbour index

apache-beam bigquery dataflow embeddings machine-learning python3 tensorflow

Last synced: 13 Jun 2025

https://github.com/sqmah/plate-reading-network

Plate reading network based on the LPRNet network written in Tensorflow 2.0

alpr computer-vision keras license-plate-recognition lprnet tensorflow tensorflow-models tensorflow2 tensorflow2-models

Last synced: 26 Apr 2025

https://github.com/zsfarkas/tfjs-notebook

Tensorflow JS Notebook is a kind of Jupyter-Notebook for Tensorflow.js running completely in the browser.

jupyter-notebook notebook tensorflow tensorflow-js

Last synced: 12 May 2025

https://github.com/hey-car/tensorflow-model-server

A ReadyToGo TensorFlow Model Server Docker image

docker docker-image tensorflow tensorflow-serving unofficial

Last synced: 16 Mar 2025

https://github.com/chansoopark98/windows-tensorrt-python

Repository on how to install and inference TensorRT Python on Windows

inference onnx pytorch pytorch-lightning tensorflow tensorflow2 tensorrt

Last synced: 08 Feb 2026

https://github.com/bobbui/tensorflow-serving-cuda-docker

Docker image for tensorflow serving with Nvidia CUDA, CuDNN

cuda cudnn docker docker-image tensorflow tensorflow-serving ubuntu1604

Last synced: 09 Apr 2025

https://github.com/shreyansh26/deeplearning-in-the-browser

Deploy Deep Learning models directly in the browser. Includes code for deploying using Tensorflow.js, WebDNN, and ONNX.js.

deep-learning image-classification machine-learning onnx onnx-js tensorflow tensorflow-tutorials tensorflowjs webdnn

Last synced: 24 Oct 2025

https://github.com/bond005/runne_contrastive_ner

This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE

bert-ner contrastive-learning deep-learning ner nlp siamese-neural-network tensorflow

Last synced: 26 Oct 2025

https://github.com/rajsoni03/neuralplot

Neural Plot is a python library for visualizing Neural Networks. It helps to plot Keras/Tensorflow model with matplotlib backend.

3d deep-neural-networks graph keras library matpolotlib neural-network neuralplot tensorflow visualization

Last synced: 26 Oct 2025

https://github.com/autonomio/kerasplotlib

A visualization library for Keras deep learning

deep-learning keras matplotlib tensorflow visualization

Last synced: 01 Sep 2025

https://github.com/timctho/face-detector-pool

dlib face-detection facial-landmarks mtcnn tensorflow

Last synced: 28 Feb 2026

https://github.com/sayannath/malaria-detection-cnn

Using CNN to detect Malaria with the help of cell images

cnn deep-learning image-classification imagedatagenerator keras machine-learning malaria-detection ne neural-network python tensorflow

Last synced: 12 May 2025

https://github.com/mingtaoguo/char-cnn-for-text-classification

Character-level Convolutional Networks for Text Classification

charcnn tensorflow text-classification

Last synced: 10 Jul 2025

https://github.com/zackakil/edge-tpu-safe-bike

An application of realtime object-detection running on an Edge TPU for making cycling in busy cities a little less terrifying.

ml raspberry-pi raspberry-pi-camera tensorflow tflite tpu tpu-acceleration

Last synced: 28 Oct 2025

https://github.com/thejanw/flowchroma

A Deep Learning Based Automated Video Colorization Framework

colorization deep-learning keras lstm-cnn tensorflow

Last synced: 10 Jul 2025

https://github.com/kazuhito00/unity-barracuda-mnist-webgl-sample

Unity Barracudaを用いてMNIST(手書き数字認識)をWebGL上で推論するサンプルです。

barracuda mnist onnx tensorflow unity webgl

Last synced: 29 Jul 2025

https://github.com/leonjessen/keras_tensorflow_demo

Demonstration of using Keras to run a simple deep feed forward artificial neural network using Tensorflow as backbone in R

datascience deeplearning demo keras machinelearning neuralnetwork r rstats rstudio tensorflow tidyverse tutorial

Last synced: 15 May 2025

https://github.com/lisaong/diec

Workshop content for Designing Intelligent Edge Computing by NUS ISS

dask docker eclipse-iot edge-computing iota iss kapua kura microbit mqtt nus openai-gym-environment raspberry-pi-3 reinforcement-learning swarm-intelligence tensorflow tensorflow-lite

Last synced: 17 Apr 2025

https://github.com/kahst/birdnet-demo

Source code for BMBF InnoTruck demo of BirdNET.

bioacoustics bird-species-classification birdnet birds raspberry-pi tensorflow

Last synced: 16 Jan 2026

https://github.com/sayannath/gsoc-project-2021

TensorFlow Lite Object Detection Android Demo

android gsoc-2021 java machine-learning object-detection tensorflow tensorflow-examples tensorflow-lite

Last synced: 24 Oct 2025

https://github.com/gunhochoi/kind_tensorflow_tutorial

친절한 한글 설명과 함께하는 텐서플로우 튜토리얼입니다!

korean numpy tensorflow tensorflow-tutorial

Last synced: 30 Jul 2025

https://github.com/moeinp70/Point-Planenet

Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis

3d classification deep-learning geometry-processing lidar lidar-point-cloud modelnet-dataset modelnet40 point-cloud point-clouds point-planenet pointcloud pointnet s3dis segmentation shapenet tensorflow

Last synced: 20 Mar 2025

https://github.com/nsevent/drunk-detection-cnn

A CNN project using infrared facial images from the SOBER DRUNK DATA BASE from the University of Patras to classify drunkeness.

cnn cnn-classification drunk infrared tensorflow

Last synced: 29 Apr 2026

https://github.com/twanoo67/easy-php-gallery

Personal Photo Management with Photo gallery, hosted with docker, based on your existant image folder, tag by tensorflow, thumbnail on fly and cache by thumbor

docker photo-gallery photos php tag tagging tensorflow tensorflow-js tensorflowjs thumbnails thumbor

Last synced: 10 Oct 2025

https://github.com/mr-talhailyas/learning-rate-schedulers-packege-tensorflow-pytorch-keras

A packages containing all popular Learning Rate Schedulers. Implemented in Keras Tensorflow

cosine-decay exponential-decay k-decay keras learning-rate polynomial-decay schedule sgdr sgdr-decay sgdr-warmup step-decay tensorflow

Last synced: 26 Oct 2025

https://github.com/yeonghyeon/memae

Implementation of Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection.

anomaly-detection augmentation convolutional-neural-network convolutional-neural-networks deep-learning memorizing memory-augmentation mnist-dataset tensorflow tensorflow1

Last synced: 05 Sep 2025

https://github.com/emla2805/arbitrary-style-transfer

Tensorflow 2 implementation of Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

deep-learning generative-art neural-style style-transfer tensorflow

Last synced: 09 Oct 2025

https://github.com/yeonghyeon/white-box-layer

Deep Learning Package based on TensorFlow.

deep-learning deep-learning-library machine-learning neural-network python tensorflow tensorflow2

Last synced: 28 Feb 2026

https://github.com/arunkumarramanan/exercises-machine-learning-crash-course-google-developers

Exercises | Machine Learning Crash Course | Google Developers

crash-course deep-learning feature-engineering google-ai google-developers machine-learning machine-learning-practice machine-learning-tutorials neural-networks programing-assignments programming-concepts programming-courses programming-exercises python python-library python-programming tensorflow tensorflow-examples tensorflow-experiments tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/hunterdii/tensorflow-advanced-techniques-solution

Tensorflow Advanced Technique Specialization - Solution

computer-vision coursera coursera-specialization custom-model custom-training deep-learning deeplearning-ai distributed-training generative-ai image-detection image-segmentation-tensorflow machine-learning object-detection object-detection-model semantic-segmentation specialization tensorflow tensorflow-tutorials visualization

Last synced: 24 Oct 2025

https://github.com/mark-koch/deep-painterly-harmonization

A TensorFlow implementation of "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

style-transfer tensorflow

Last synced: 23 Apr 2025

https://github.com/palmerabollo/nomorecats

Chrome extension that hides all those annoying kitties

chrome-extension proof-of-concept tensorflow tensorflow-js

Last synced: 08 Oct 2025

https://github.com/codhek/sentiment-analysis-naoqi-cnn

:fire: Emotion Recognition using a cnn integrated on a simulated nao robot using the choreographe suite

choreographe cnn-keras emotion-recognition naoqi-robot opencv tensorflow

Last synced: 09 Apr 2025

https://github.com/quan-nh/butterfly-vn

Classify Vietnamese Butterflies via Deep Learning

bot butterfly messenger tensorflow vietnam

Last synced: 24 Jul 2025

https://github.com/jwest951227/emotionDetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow