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Top 19 Python Rnn Projects
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Ai learning
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Nutrient
Nutrient - The #1 PDF SDK Library. Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.
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RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
Project mention: Ask HN: Is anybody building an alternative transformer? | news.ycombinator.com | 2025-02-14You can see all the development directly from them: https://github.com/BlinkDL/RWKV-LM
Last week version 7 was released and every time they make significant improvements.
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Project mention: MIT researchers use large language models to flag problems in complex systems | news.ycombinator.com | 2024-08-15
Yes, those systems can understand a bit of math. But it's weird that they would seriously try that given https://github.com/NX-AI/xlstm already exists.
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pytorch-dnc
Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch
https://github.com/ixaxaar/pytorch-dnc - reverse-engineered implementation of deepmind's DNC, SAM & SDNC
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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
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DeepMalwareDetector
A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.
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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
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deepNOID
deepNOID, the binary music genre classifier which determines if what you're listening to really is NOIDED
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python Rnn discussion
Python Rnn related posts
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Lyrebird the Linux voice changer now supports PipeWire
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How the RWKV language model works
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Pointers to reduce false negatives while not sacrificing accuracy in deep learning
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I created a simple implementation of the RWKV language model (RWKV competes with the dominant Transformers-based approach which is the "T" in GPT)
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[P] Raven 7B & 14B 🐦(RWKV finetuned on Alpaca+CodeAlpaca+Guanaco) and Gradio Demo for Raven 7B
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[D] Totally Open Alternatives to ChatGPT
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[R] RWKV 14B ctx8192 is a zero-shot instruction-follower without finetuning, 23 token/s on 3090 after latest optimization (16G VRAM is enough, and you can stream layers to save more VRAM)
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Index
What are some of the best open-source Rnn projects in Python? This list will help you:
# | Project | Stars |
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1 | ailearning | 40,119 |
2 | RWKV-LM | 13,137 |
3 | ChatRWKV | 9,448 |
4 | text-classification-cnn-rnn | 4,184 |
5 | xlstm | 1,692 |
6 | eda_nlp | 1,612 |
7 | wtte-rnn | 771 |
8 | ConvLSTM-PyTorch | 402 |
9 | pytorch-dnc | 337 |
10 | sentence-classification | 237 |
11 | easyesn | 134 |
12 | tinysleepnet | 131 |
13 | DeepMalwareDetector | 73 |
14 | thesis | 16 |
15 | AREnets | 7 |
16 | RNN-Twitter-Bot | 7 |
17 | pytorch_deep_learning | 6 |
18 | deepNOID | 5 |
19 | Machine-Learning-Game-Ideas | 0 |