Jupyter Notebook Keras

Open-source Jupyter Notebook projects categorized as Keras
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Topics: #Tensorflow #Deep Learning #Machine Learning #Python #Pytorch
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Top 23 Jupyter Notebook Kera Projects

  • Practical_RL

    A course in reinforcement learning in the wild

  • t81_558_deep_learning

    Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • BigDL

    Fast, distributed, secure AI for Big Data

  • unet

    unet for image segmentation

  • alpha-zero-general

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

  • tensorflow-onnx

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

    Project mention: 10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI! | reddit.com/r/VRchat | 2023-02-20

    They come in the form of tflite models, so I had to convert them to onnx. I used tf2onnx for converting the pose landmark model and tflite2tensorflow for converting the pose detection model. For improving performance, I had created a small script which modified the landmark models for supporting batch inference. This script is not included in the repository, but do tell me if you need it!

  • Face-Mask-Detection

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

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • machine-learning-experiments

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

  • labml

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

    Project mention: Creating stickers using SD with img2img | reddit.com/r/StableDiffusion | 2022-10-16

    Used the PromptArt app by labml.ai to generate a sticker of an image I took from my iPhone. The results are amazing.

  • ktrain

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

  • Hands-On-Meta-Learning-With-Python

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

    Project mention: I had Bing chat try to tackle a coding solution... can't tell if there's anything of value in here. Thoughts? | reddit.com/r/GPT3 | 2023-03-12

    To implement the self-replication mechanism, I will use pickle2 as the main module for copying and initializing the artificial intelligence. Pickle is a module that can serialize and deserialize Python objects, such as classes, functions, or models. Pickle can also store and load the state of the objects, such as their attributes, parameters, or variables.

  • PConv-Keras

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

    Project mention: Image inpainting using Keras? | reddit.com/r/learnpython | 2022-09-29

    Recently I came across Partial Convolutions for Image Inpainting using Keras and spent a few days playing with the Jupyter notebooks included in the repo. I tried hard to reverse engineer everything in an effort to learn, but my limited experience with deep learning neural networks left me unable to accomplish anything.

  • 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.

    Project mention: telemanom: NEW Data - star count:833.0 | reddit.com/r/algoprojects | 2022-12-10

  • TrainYourOwnYOLO

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

  • Food-Recipe-CNN

    food image to recipe with deep convolutional neural networks.

    Project mention: 25 awesome food websites - | reddit.com/r/Stumbledon | 2022-08-16

    https://github.com/Murgio/Food-Recipe-CNN food image to recipe with deep convolutional neural networks.

  • Fast-Transformer

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

  • 100DaysOfML

    100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

    Project mention: 100Days of Machine Learning | reddit.com/r/programming | 2022-10-06

  • 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.

    Project mention: Face Mask Detection - tutorial | dev.to | 2022-09-29

    Our validation and testing data consists of images of people with and without masks that we collected from various sources that provide images with permissive licences (e.g. pexels.com, unsplash.com). We have manually annotated all faces in the collected images, and labeled them as being masked or not (using the makesense.ai annotation tool). We collected 273 images which contain 524 faces (246 masked and 278 non-masked). The images are split 50/50 over the validation set and test set. An overview of the collected data and corresponding URLs and ground truth annotations can be found in test_validation_metadata.csv.

  • tf-transformers

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

    Project mention: Tensorflow-Transformers 2.0 ( for NLP, CV, Audio ) | reddit.com/r/LanguageTechnology | 2022-04-07

    Code : GitHub - legacyai/tf-transformers: State of the art faster Natural Language Processing in Tensorflow 2.0 . 1 Website : https://legacyai.github.io/tf-transformers 1

  • FunMatch-Distillation

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

  • Network-Intrusion-Detection-Using-Machine-Learning

    A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

  • PAWS-TF

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

  • examples

    📝 Examples of experiment tracking, model registry, data versioning, and monitoring machine learning model training live in neptune.ai (by neptune-ai)

    Project mention: examples: 📝 Examples of experiment tracking, model registry, data versioning, and monitoring machine learning model training live in neptune.ai | reddit.com/r/u_TsukiZombina | 2023-01-13

  • SaaSHub

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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). The latest post mention was on 2023-03-12.

Jupyter Notebook Keras related posts

Index

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

Project Stars
1 Practical_RL 5,278
2 t81_558_deep_learning 5,258
3 BigDL 4,178
4 unet 4,144
5 alpha-zero-general 3,177
6 tensorflow-onnx 1,857
7 Face-Mask-Detection 1,422
8 machine-learning-experiments 1,400
9 labml 1,320
10 ktrain 1,120
11 Hands-On-Meta-Learning-With-Python 1,038
12 PConv-Keras 875
13 telemanom 864
14 TrainYourOwnYOLO 624
15 Food-Recipe-CNN 526
16 Fast-Transformer 141
17 100DaysOfML 97
18 tutorial-face-mask-detection 87
19 tf-transformers 77
20 FunMatch-Distillation 72
21 Network-Intrusion-Detection-Using-Machine-Learning 47
22 PAWS-TF 43
23 examples 42

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