Python Rnn

Open-source Python projects categorized as Rnn
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Topics: Lstm Cnn Deep Learning Tensorflow neural-network
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Top 15 Python Rnn Projects

  • RWKV-LM

    RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

    • Project mention: Do LLMs need a context window? | news.ycombinator.com | 2023-12-25

    https://github.com/BlinkDL/RWKV-LM#rwkv-discord-httpsdiscord... lists a number of implementations of various versions of RWKV.

    https://github.com/BlinkDL/RWKV-LM#rwkv-parallelizable-rnn-w... :

    > RWKV: Parallelizable RNN with Transformer-level LLM Performance (pronounced as "RwaKuv", from 4 major params: R W K V)

    > RWKV is an RNN with Transformer-level LLM performance, which can also be directly trained like a GPT transformer (parallelizable). And it's 100% attention-free. You only need the hidden state at position t to compute the state at position t+1. You can use the "GPT" mode to quickly compute the hidden state for the "RNN" mode.

    > So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding (using the final hidden state).

    > "Our latest version is RWKV-6,*

  • ChatRWKV

    ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

    • Project mention: People who've used RWKV, whats your wishlist for it? | /r/LocalLLaMA | 2023-12-09

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • eda_nlp

    Data augmentation for NLP, presented at EMNLP 2019

  • wtte-rnn

    WTTE-RNN a framework for churn and time to event prediction

    • Project mention: Pointers to reduce false negatives while not sacrificing accuracy in deep learning | /r/datascience | 2023-06-24

  • ConvLSTM-PyTorch

    ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

  • sentence-classification

    Sentence Classifications with Neural Networks

  • easyesn

    Python library for Reservoir Computing using Echo State Networks

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • tinysleepnet

    TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively

  • DeepMalwareDetector

    A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.

  • thesis

    Master's thesis, Uni Passau (by harshildarji)

  • AREnets

    Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

  • RNN-Twitter-Bot

    🤖✏️ A Twitter bot written in Python trained with a recurrent neural network.

  • pytorch_deep_learning

    Using Pytorch to Create Deep Learning Models.

  • deepNOID

    deepNOID, the binary music genre classifier which determines if what you're listening to really is NOIDED

  • Machine-Learning-Game-Ideas

    Game ideas generation using neural networks

  • SaaSHub

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

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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 2023-12-25.

Python Rnn related posts

Index

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

Project Stars
1 RWKV-LM 11,579
2 ChatRWKV 9,266
3 eda_nlp 1,536
4 wtte-rnn 756
5 ConvLSTM-PyTorch 350
6 sentence-classification 235
7 easyesn 131
8 tinysleepnet 94
9 DeepMalwareDetector 65
10 thesis 15
11 AREnets 7
12 RNN-Twitter-Bot 7
13 pytorch_deep_learning 6
14 deepNOID 4
15 Machine-Learning-Game-Ideas 0

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