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Top 23 Python Lstm Projects
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EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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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.
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flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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NCRFpp
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
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DeepMalwareDetector
A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.
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siamese-nn-semantic-text-similarity
A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.
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Stochastic-muzero
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
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Baby-Action-Detection-for-Safety-System-Prototype
Prototype for Baby Action Detection and Classification
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Muzero-unplugged
Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
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Muzero
Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space. (by DHDev0)
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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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Project mention: I built an online PDF management platform using open-source software | news.ycombinator.com | 2024-05-12Ok on cleaned aligned data, but there are a few newer ones like EasyOCR [0] that can deal with much less organized text (albeit more slowly)
[0] https://github.com/JaidedAI/EasyOCR
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,*
Project mention: Show HN: Custom Action Recognition with ActionAI | news.ycombinator.com | 2023-09-23
https://github.com/DHDev0/Muzero-unplugged
Gym is now gymnasium and it has support for additional Environments like Mujoco:
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).
Python Lstm related posts
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Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide
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Next frame prediction with ControlNet
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Contributing to WebSockets – Cryptocurrency Users
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Kraken: Turn-key OCR system optimised for historical and non-Latin script
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ocrmypdf / file not found error?
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[D] Are you using PyTorch or TensorFlow going into 2022?
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OCR in Windows suggestions?
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Jun 2024
Index
What are some of the best open-source Lstm projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | EasyOCR | 22,312 |
| 2 | RWKV-LM | 11,798 |
| 3 | flow-forecast | 1,920 |
| 4 | NCRFpp | 1,877 |
| 5 | ActionAI | 729 |
| 6 | BCDU-Net | 676 |
| 7 | sequitur | 408 |
| 8 | paraphraser | 402 |
| 9 | ConvLSTM-PyTorch | 350 |
| 10 | speech-music-detection | 91 |
| 11 | chicksexer | 82 |
| 12 | endless-memory-gym | 72 |
| 13 | DeepMalwareDetector | 65 |
| 14 | siamese-nn-semantic-text-similarity | 45 |
| 15 | Spectrum | 44 |
| 16 | Stochastic-muzero | 44 |
| 17 | nn-morse | 41 |
| 18 | Baby-Action-Detection-for-Safety-System-Prototype | 33 |
| 19 | Muzero-unplugged | 20 |
| 20 | Muzero | 16 |
| 21 | thesis | 15 |
| 22 | MenstruatioNN | 13 |
| 23 | AREnets | 7 |
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