Jupyter Notebook Rnn

Open-source Jupyter Notebook projects categorized as Rnn
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Topics: #Deep Learning #Machine Learning #Lstm #Tensorflow #Python
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Top 10 Jupyter Notebook Rnn Projects

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: Artificial Intelligence for Beginners – A Curriculum | news.ycombinator.com | 2023-06-13

    This is a good summary of most topics in AI/ML. The only thing that it seems to by missing (or maybe I'm just not seeing it) is a section on generative AI for images and video (DALL-E, Stable Diffusion etc).

    They do cover LLMs which is generative AI for text though: https://github.com/microsoft/AI-For-Beginners/blob/main/less...

  • pytorch-seq2seq

    Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

    Project mention: A Good Github Repo to Look at (CS388 Natural Language Processing) | /r/MSDSO | 2022-10-29

    I don't know how many people are taking CS388 NLP in Fall 2022, but the assignment is really putting lots of stress on me. I was searching some good materials to prepare for NLP class, and a really good resource to look at is this github repo: https://github.com/bentrevett/pytorch-seq2seq.

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  • pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

  • tsai

    Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

    Project mention: Aeon: A unified framework for machine learning with time series | news.ycombinator.com | 2023-06-22

    Also https://github.com/timeseriesAI/tsai

  • LSTM-Human-Activity-Recognition

    Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

  • 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 | /r/algoprojects | 2022-12-10

  • GAN-RNN_Timeseries-imputation

    Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

    Project mention: GAN-RNN_Timeseries-imputation: NEW Data - star count:133.0 | /r/algoprojects | 2023-04-24

  • Mergify

    Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.

  • TensorFlow2.0_Notebooks

    Implementation of a series of Neural Network architectures in TensorFow 2.0

  • Twitter-sentiment-analysis

    A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to make inferences on 220k tweets about Messi and draw insights from their results.

  • TSAI-DeepNLP-END2.0

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 2023-06-22.

Jupyter Notebook Rnn related posts

Index

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

Project Stars
1 AI-For-Beginners 17,542
2 pytorch-seq2seq 4,784
3 pytorch-sentiment-analysis 3,956
4 tsai 3,895
5 LSTM-Human-Activity-Recognition 3,207
6 telemanom 905
7 GAN-RNN_Timeseries-imputation 148
8 TensorFlow2.0_Notebooks 37
9 Twitter-sentiment-analysis 2
10 TSAI-DeepNLP-END2.0 0

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