ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

✭ 127

deep-learning machine-learning docker tensorflow nlp keras text-classification word2vec geolocation svm random-forest lstm-neural-networks tensorboard gensim ab-testing

Mlogger

a lightweight and simple logger for Machine Learning

✭ 122

python deep-learning machine-learning pytorch visualization logging optimization tensorboard experiments

Metarec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

✭ 120

python deep-learning pytorch tensorflow django meta-learning collaborative-filtering matrix-factorization tensorboard

Hypertunity

A toolset for black-box hyperparameter optimisation.

✭ 119

python hyperparameter-optimization tensorboard bayesian-optimization

Nvidia Gpu Tensor Core Accelerator Pytorch Opencv

A complete machine vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA-X, TensorRT inference accelerator for Tensor cores, CuPy (GPU drop in replacement for Numpy), PyTorch, TF2, Tensorboard, and OpenCV for accelerated workloads on NVIDIA Tensor cores and GPUs.

✭ 110

jupyter-notebook deep-learning machine-learning pytorch computer-vision image-processing opencv vision tensorboard cupy

Hiddenlayer

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

✭ 1,561

python pytorch tensorflow visualization keras deeplearning tensorboard

Deep Learning Training Gui

Train and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.

✭ 85

python html deep-learning tensorflow api computer-vision gui flask image-classification tensorboard mobilenetv2

Tensorboard Aggregator

Aggregate multiple tensorboard runs to new summary or csv files

✭ 84

python tensorflow tensorboard

Tensorboard Empty Scalar Hider

Chrome Extension of hiding empty scalar/panes in TensorBoard.

✭ 81

javascript tensorflow plugin chrome-extension tensorboard

Pytorch Book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

✭ 9,546

Jupyter Notebook python shell jupyter-notebook deep-learning pytorch gan image-classification tensor tensorboard neural-style pytorch-tutorials nn autograd caption visdom pytorch-tutorials-cn charrnn neuraltalk

Muzero General

MuZero

✭ 1,187

python python3 deep-learning machine-learning pytorch neural-network reinforcement-learning deep-reinforcement-learning gym rl tensorboard

Tfgraphviz

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

✭ 40

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

Pytorch Auto Drive

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, SAD, PRNet, RESA, LSTR...) based on PyTorch 1.6 with mixed precision training

✭ 32

python pytorch semantic-segmentation apex tensorboard cityscapes pascal-voc fcn

Tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

✭ 7,185

python shell machine-learning pytorch visualization numpy tensorboard

Hcn Prototypeloss Pytorch

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

✭ 17

python pytorch action-recognition meta-learning tensorboard metric-learning

Crayon

A language-agnostic interface to TensorBoard

✭ 776

python deep-learning docker pytorch tensorflow data-visualization tensorboard torch7

Tf cnnvis

CNN visualization tool in TensorFlow

✭ 769

python tensorflow visualization convolutional-neural-networks cnn convolutional-networks tensorboard

Bmw Tensorflow Training Gui

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

✭ 736

python deep-learning docker tensorflow computer-vision neural-network gui rest-api object-detection deep-neural-networks deeplearning resnet tensorboard computervision

Tensorflow cookbook

Code for Tensorflow Machine Learning Cookbook

✭ 5,984

Jupyter Notebook python machine-learning tensorflow nlp neural-network cnn classification rnn regression genetic-algorithm svm linear-regression tensorboard ode packtpub tensorflow-cookbook tensorflow-algorithms kmeans-clustering

Pggan Pytorch

🔥🔥 PyTorch implementation of "Progressive growing of GANs (PGGAN)" 🔥🔥

✭ 653

python pytorch gan generative-adversarial-network tensorboard

Cartoongan Tensorflow

Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

✭ 587

python deep-learning tensorflow keras gan generative-adversarial-network generative-art tensorboard

Bmw Yolov4 Training Automation

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.

✭ 533

python deep-learning docker neural-network automation monitoring gui rest-api object-detection deeplearning yolo yolov3 darknet tensorboard computervision

Labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

✭ 508

jupyter-notebook deep-learning machine-learning pytorch tensorflow visualization keras mobile analytics keras-tensorflow tensorboard experiment

Beholder

A TensorBoard plugin for visualizing arbitrary tensors in a video as your network trains.

✭ 472

python tensorflow video visualization neural-networks tensorboard

What If Tool

Source code/webpage/demos for the What-If Tool

✭ 467

html machine-learning visualization jupyterlab-extension tensorboard

Jupyter tensorboard

Start Tensorboard in Jupyter Notebook

✭ 446

python jupyter-notebook tensorflow jupyter tensorboard

Onepanel

The open and extensible integrated development environment (IDE) for computer vision with built-in modules for model building, automated labeling, data processing, model training, hyperparameter tuning and workflow orchestration.

✭ 428

go pytorch tensorflow computer-vision workflow deeplearning ide machinelearning annotation jupyterlab pipelines tensorboard workflows hyperparameter-tuning

Fast Srgan

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

✭ 417

python tensorflow neural-network artificial-intelligence cnn generative-adversarial-network super-resolution gans tensorboard

Pytorch Unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

✭ 4,770

python shell Dockerfile pytorch semantic-segmentation kaggle unet convolutional-networks tensorboard deep-learning convolutional-neural-networks pytorch-unet wandb weights-and-biases

Tensorboard

Standalone TensorBoard for visualizing in deep learning

✭ 364

python visualization mxnet tensorboard

Tf Faster Rcnn

Tensorflow Faster RCNN for Object Detection

✭ 3,604

python shell cython Cuda matlab Roff tensorflow object-detection resnet mobilenet faster-rcnn tensorboard coco voc

Tensorlayer Tricks

How to use TensorLayer

✭ 357

deep-learning machine-learning tensorflow computer-vision nlp data-science keras neural-network natural-language-processing reinforcement-learning neural-networks tensorflow-tutorials tensorflow-models tensorboard tensorlayer tensorflow-experiments lasagne

Text Classification Cnn Rnn

CNN-RNN中文文本分类，基于TensorFlow

✭ 3,613

python shell tensorflow cnn classification chinese rnn text-classification tensorboard

Deepchatmodels

Conversation models in TensorFlow. (website removed)

✭ 312

python tensorflow flask chatbot tensorboard encoder-decoder sequence-to-sequence

Tensorflow Plot

📈 TensorFlow + Matplotlib as TF ops

✭ 285

python tensorflow matplotlib plot tensorboard

minetorch

Build deep learning applications in a new and easy way.

✭ 157

python tools pytorch mnist digits tensorboard ignite pytorch-visualization torchpack

DST-CBC

Implementation of our paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"

✭ 98

python shell pytorch semi-supervised-learning tensorboard cifar semantic-segmentation pascal-voc cityscapes mixed-precision-training

c2board

Tensorboard for Caffe2

✭ 32

python Makefile visualization deep-learning artificial-intelligence neural-networks tensorboard caffe2

TF2-RL

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

✭ 160

python reinforcement-learning openai-gym dqn tensorboard ddpg sac ppo tensorflow2 ae-ddpg

streamlit-tensorboard

Streamlit component for TensorBoard, TensorFlow's visualization toolkit

✭ 18

python tensorflow tensorboard streamlit

Deep-Learning

Study and implementation about deep learning models, architectures, applications and frameworks

✭ 80

Jupyter Notebook HTML deep-learning tensorflow keras deep-learning-algorithms tensorboard tflearn

Tensorflow-Wide-Deep-Local-Prediction

This project demonstrates how to run and save predictions locally using exported tensorflow estimator model

✭ 28

python machine-learning csv tensorflow deep prediction estimator tensorboard tensorflow-tutorials tensorflow-experiments wide-and-deep tensorflow-models tensorflow-serving tensorflow-examples tensorflow-export-graph tensorflow-samples local-predictions

densenet

A PyTorch Implementation of "Densely Connected Convolutional Networks"

✭ 50

python pytorch tensorboard densenet

deep-scite

🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow

✭ 20

HTML deep-learning tensorflow embeddings convolution tensorboard

mloperator

Machine Learning Operator & Controller for Kubernetes

✭ 85

go Makefile shell Dockerfile kubernetes machine-learning spark deep-learning mxnet notebook tensorflow scikit-learn mpi keras pytorch xgboost tensorboard k8s dask kubernetes-operator mlops

flor

FLOR: Fast Low-Overhead Recovery. FLOR lets you log ML training data post-hoc, with hindsight.

✭ 123

python javascript HTML Jupyter Notebook CSS Dockerfile logger ml pytorch tensorboard vldb flor

tfsum

Enable TensorBoard for TensorFlow Go API

✭ 32

go tensorflow tensorboard tensorboard-visualizations

labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

emotion-recognition-GAN

This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN

✭ 20

python tensorflow emotion gan dcgan face semi-supervised-learning tensorboard emotion-recognition dcgan-tensorflow action-units valence-arousal fake-faces

Master-Thesis

Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex

tf-matplotlib

Seamlessly integrate matplotlib figures as tensorflow summaries.

✭ 119

python tensorflow tensorboard matplotlib confusion-matrix blittable

deepvac

PyTorch Project Specification.

✭ 507

python amp pytorch tensorboard quantization ddp tensorrt coreml ncnn onnx torchscript deepvac

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