Jupyter Notebook Keras

Open-source Jupyter Notebook projects categorized as Keras | Edit details

Top 23 Jupyter Notebook Kera Projects

  • GitHub repo Practical_RL

    A course in reinforcement learning in the wild

    Project mention: [D] implementation of MCTS in Python | reddit.com/r/MachineLearning | 2021-12-04
  • GitHub repo t81_558_deep_learning

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

    Project mention: Different Outputs on Mac M1 and Windows | reddit.com/r/tensorflow | 2021-11-26
  • SonarLint

    Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.

  • GitHub repo BigDL

    Building Large-Scale AI Applications for Distributed Big Data

    Project mention: Machine learning on JVM | reddit.com/r/scala | 2021-04-05

    Intel BigDL for Spark which again is for Spark.

  • GitHub repo alpha-zero-general

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

    Project mention: Looking for deeper understanding of AlphaZero algorithm | reddit.com/r/baduk | 2021-03-01
  • GitHub repo tensorflow-onnx

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

    Project mention: 💊Your daily dose of machine learning : converting deep learning models to ONNX format | reddit.com/r/learnmachinelearning | 2021-12-08

    You can learn more about this tool on their github repo : https://github.com/onnx/tensorflow-onnx

  • GitHub repo machine-learning-experiments

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

    Project mention: Interactive Machine Learning Experiments | news.ycombinator.com | 2021-08-09
  • GitHub repo super-resolution

    Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

    Project mention: How to train "models" for opensv edsr (iam super noob) | reddit.com/r/deeplearning | 2021-10-20

    And thanks ! so it means that I need to train it with one of these trainers inside this project for example https://github.com/krasserm/super-resolution And that means that iam forced to use python (at least for training) but it's OK 🙃

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo Face-Mask-Detection

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

  • GitHub repo ktrain

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

    Project mention: Use TensorFlow to run basic regressions like Google AutoML (tabular) | reddit.com/r/tensorflow | 2021-04-30
  • GitHub repo labml

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

    Project mention: Show HN: Probe PyTorch Models | news.ycombinator.com | 2022-01-12
  • GitHub repo Hands-On-Meta-Learning-With-Python

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

    Project mention: What are the current programming challenges to AI, AGI and the such? | reddit.com/r/agi | 2021-01-23
  • GitHub repo PConv-Keras

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

    Project mention: [D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs | reddit.com/r/MachineLearning | 2021-04-05

    https://www.fixmyphoto.ai/ has been deployed "on a serverless React application with AWS lambda functions handling inference" according to the github page.

  • GitHub repo TrainYourOwnYOLO

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

    Project mention: help calculating AP for yolov3 on matlab also my recall precision plot looks jank, more info in comments | reddit.com/r/computervision | 2021-03-18

    Hey, so im pretty new to this and used https://github.com/AntonMu/TrainYourOwnYOLO to train a yolov3 model for pedestrian detection. I'm using the kitti object detection dataset.

  • GitHub repo Fast-Transformer

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

    Project mention: I implemented Fastformer: Additive Attention in TensorFlow | reddit.com/r/tensorflow | 2021-12-27
  • GitHub repo FunMatch-Distillation

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

    Project mention: Knowledge distillation with "Function Matching" | reddit.com/r/deeplearning | 2021-07-31

    There's a notebook on distributed hyperparameter tuning and it's often not included in the public release of an implementation.

  • GitHub repo PAWS-TF

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

    Project mention: Semi-Supervised Learning with Paws in TensorFlow | news.ycombinator.com | 2021-05-14

    PAWS introduces a way to combine a small fraction of labeled samples with unlabeled ones during the pre-training of vision models. With its simple and unique approach, it sets SOTA in semi-supervised learning that too with far less compute and parameters.

    Here's my implementation of PAWS in TensorFlow: https://github.com/sayakpaul/PAWS-TF/

  • GitHub repo virnet

    VirNet: A deep attention model for viral reads identification

    Project mention: Bad tools that NEED improvement | reddit.com/r/bioinformatics | 2021-12-18

    VirNet: several issues with their dependencies not being available. For fun, you have to read the issue opened on their "requirments.txt". Pointed out bad dependencies, and mentioned that the file "requirments.txt" was mispelled and so didn't match the README. They updated the README to reflect the mispelling, left the bad file name and bad dependencies, and closed the issue.

  • GitHub repo creative-prediction

    Creative Prediction with Neural Networks

    Project mention: Research topic combining cs and music? | reddit.com/r/compsci | 2021-06-24
  • GitHub repo Emotion_Detection_CNN_keras

    Train and test our algorithm using Convolution Neural Networks and classify emotions in real-time.

    Project mention: Emotion Detection CNN using keras | dev.to | 2021-08-21

    View on GitHub

  • GitHub repo YPDL-Build-a-movie-recommendation-engine-with-TensorFlow

    In this tutorial, we are going to build a Restricted Boltzmann Machine using TensorFlow that will give us recommendations based on movies that have been watched already. The datasets we are going to use are acquired from GroupLens and contains movies, users, and movie ratings by these users.

    Project mention: Your Path to Deep Learning | dev.to | 2021-09-02

    Workshop 4 Resources

  • GitHub repo handwritten-digits-recognizer-webapp

    Hand written digits recognizer webapp, trained on the MNIST dataset of Keras using the CNN model with JavaScript library tensorflow.js

    Project mention: Digits recognizer Webapp | reddit.com/r/datascience | 2021-11-20

    Github repo : https://github.com/Theanayne/handwritten-digits-recognizer-webapp

  • GitHub repo do-it-in-keras

    Modern Deep Learning architectures and tasks implemented in Keras.

    Project mention: Do it in Keras! - Hacktoberfest | dev.to | 2021-10-03

    To contribute to Do it in Keras, you only need to make a pull request on the official Do it in Keras repository. Anything related to Deep Learning with Keras helps, and you can also upload your own implementation of a Deep Learning task.

  • GitHub repo tf-transformers

    State of the art faster Natural Language Processing in Tensorflow 2.0 .

    Project mention: [P] Production Ready NLP Deep learning tutorials on tensorflow 2.0. tf-transformers | reddit.com/r/MachineLearning | 2021-03-16
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 2022-01-12.

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 4,763
2 t81_558_deep_learning 4,232
3 BigDL 3,824
4 alpha-zero-general 2,648
5 tensorflow-onnx 1,316
6 machine-learning-experiments 1,180
7 super-resolution 1,168
8 Face-Mask-Detection 1,153
9 ktrain 941
10 labml 937
11 Hands-On-Meta-Learning-With-Python 901
12 PConv-Keras 838
13 TrainYourOwnYOLO 552
14 Fast-Transformer 130
15 FunMatch-Distillation 45
16 PAWS-TF 37
17 virnet 26
18 creative-prediction 18
19 Emotion_Detection_CNN_keras 11
20 YPDL-Build-a-movie-recommendation-engine-with-TensorFlow 5
21 handwritten-digits-recognizer-webapp 3
22 do-it-in-keras 3
23 tf-transformers 1
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