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awesome-imgcook

Awesome list for imgcook related projects.
https://github.com/imgcook/awesome-imgcook

Last synced: 3 days ago
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JavaScript packages for machine learning
- Neural networks
  - tensorflow/tfjs - A WebGL accelerated JavaScript library for training and deploying ML models.
  - yorkie/tensorflow-nodejs - TensorFlow Node.js provides idiomatic JavaScript language bindings and a high layer API for Node.js users.
  - BrainJS/brain.js - Machine-learning framework.
  - microsoft/onnxjs - ONNX.js: run ONNX models using JavaScript.
- Feature engineering
  - imgcook/datacook - A JavaScript library for feature engineering on datasets.
  - opensource9ja/danfojs - danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
  - oliver-moran/jimp - An image processing library written entirely in JavaScript for Node, with zero external or native dependencies.
- Natural language processing
  - wooorm/franc - Detect the language of text.
  - sindresorhus/leven - Measure the difference between two strings using the Levenshtein distance algorithm.
  - NaturalNode/natural - Natural language facility.
  - axa-group/nlp.js - Building bots, with entity extraction, sentiment analysis, automatic language identify, and more.
  - wooorm/retext - An extensible natural language system.
- Tools
  - alibaba/pipcook - Front-End Algorithm Engineering Platform.
  - opensource9ja/dnotebook - Dnotebook is a Jupyter-like library for javaScript environment. It allows you to create and share pages that contain live code, text and visualizations.
Pipcook Plugins
- Data Collect(Dataset)
  - imgcook/pipcook-plugin-mnist-data-collector
  - imgcook/pipcook-plugin-csv-data-collector
  - imgcook/pipcook-plugin-fasttext-data-collector - compatible dataset collector.
  - imgcook/pipcook-plugin-ui-generator
- Model Define
  - imgcook/pipcook-plugin-fasttext-model
  - imgcook/pipcook-plugin-detectron-maskrcnn-model
- Model Train
  - imgcook/pipcook-plugin-tensorflow-bert-ner-model-train - based NER model.
  - imgcook/pipcook-plugin-detectron-model-train - based vision model.
  - imgcook/pipcook-plugin-tensorflow-image-classification-model-train - based image classfication model.
  - imgcook/pipcook-plugin-tfjs-image-classification-model-train - based image classification model.
Resources
- Tutorials
- Documentations
  - Pipcook docs
  - imgcook docs
- Notebooks
  - Pipcook tutorial: image classification in frontend
  - Pipcook tutorial: object detection in frontend
Pipcook Pipelines
- Tools
  - databinding-image-classification-mobilenet.json
  - databinding-image-classification-resnet.json
  - object-detection-yolov5.json
  - object-detection-fasterrcnn.json - RCNN model.
  - text-bayes-classification - based model to classify texts.
  - chinese-poem-creation.json

Programming Languages

TypeScript 17 JavaScript 6 Python 2

Categories

JavaScript packages for machine learning 14 Pipcook Plugins 10 Resources 7 Pipcook Pipelines 6

Sub Categories

Tools 8 Natural language processing 5 Neural networks 4 Model Train 4 Data Collect(Dataset) 4 Tutorials 3 Feature engineering 3 Documentations 2 Notebooks 2 Model Define 2

Keywords

javascript 7 machine-learning 4 tensorflow 4 nodejs 3 pipeline 2 js 2 data-analysis 2 data-science 2 nlp 2 neural-network 2 natural-language 2 classify 1 detect 1 detection 1 classification 1 feature-engineering 1 web 1 stream 1 recurrent-neural-networks 1 language 1 language-detection 1 node 1 easy-to-use 1 convolutional-neural-networks 1 browser 1 brain 1 api 1 tensorflow-node 1 webgl 1 web-assembly 1 wasm 1 typescript 1 gpu-acceleration 1 deep-neural-network 1 notebook-javascript 1 notebook 1 live-code 1 interactive-visualizations 1 unified 1 retext 1 cst 1 ast 1 tensors 1 table 1 stream-processing 1 stream-data 1 plotting-charts 1 pandas 1 dataframe 1 data-manipulation 1