Jupyter Notebook Keras

Open-source Jupyter Notebook projects categorized as Keras
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Top 23 Jupyter Notebook Kera Projects

Keras

  1. Practical_RL

    A course in reinforcement learning in the wild

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  3. t81_558_deep_learning

    T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

  4. machine_learning_complete

    A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

  5. unet

    unet for image segmentation

  6. alpha-zero-general

    A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

  7. tensorflow-onnx

    Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

  8. machine-learning-experiments

    🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

  9. Face-Mask-Detection

    Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

  10. ktrain

    ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

  11. Hands-On-Meta-Learning-With-Python

    Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

  12. telemanom

    A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

  13. PConv-Keras

    Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

  14. TrainYourOwnYOLO

    Train a state-of-the-art yolov3 object detector from scratch!

  15. Food-Recipe-CNN

    food image to recipe with deep convolutional neural networks.

  16. Signature-Verification_System_using_YOLOv5-and-CycleGAN

    An end-to-end signature verification system to extract, clean and verify signatures in documents. Signatures are detected using YOLOv5. Noise is cleaned using a CycleGAN approach and verified. Keras / Tensorflow / PyTorch

  17. Fast-Transformer

    An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow

  18. Network-Intrusion-Detection-Using-Machine-Learning

    A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

  19. FunMatch-Distillation

    TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

  20. tutorial-face-mask-detection

    In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

  21. tf-transformers

    State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

  22. data-analytics-project-template

    A python project starter template for data-analytics and data-science.

  23. examples

    📝 Examples of how to use Neptune for different use cases and with various MLOps tools (by neptune-ai)

  24. PAWS-TF

    Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Kera projects in Jupyter Notebook? This list will help you:

# Project Stars
1 Practical_RL 5,968
2 t81_558_deep_learning 5,723
3 machine_learning_complete 4,671
4 unet 4,643
5 alpha-zero-general 3,979
6 tensorflow-onnx 2,357
7 machine-learning-experiments 1,669
8 Face-Mask-Detection 1,552
9 ktrain 1,242
10 Hands-On-Meta-Learning-With-Python 1,185
11 telemanom 1,035
12 PConv-Keras 910
13 TrainYourOwnYOLO 656
14 Food-Recipe-CNN 571
15 Signature-Verification_System_using_YOLOv5-and-CycleGAN 161
16 Fast-Transformer 150
17 Network-Intrusion-Detection-Using-Machine-Learning 120
18 FunMatch-Distillation 87
19 tutorial-face-mask-detection 87
20 tf-transformers 85
21 data-analytics-project-template 84
22 examples 80
23 PAWS-TF 45

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