Top 23 Python Lstm Projects

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1. ailearning

   1 1 42,255 3.7 Python

   AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

   

2. SaaSHub

   www.saashub.com featured

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

   

3. EasyOCR

   2 43 29,547 2.3 Python

   Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

   

   Project mention: EasyOCR2 with rust speed. 5X-10x faster than EasyOCR | news.ycombinator.com | 2025-12-28

4. RWKV-LM

   3 86 14,548 9.0 Python

   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: RWKV-7 beats Llama 3.2 with 3x fewer training tokens and formally exceeds TC^0 | news.ycombinator.com | 2026-02-23

5. flow-forecast

   4 13 2,281 3.4 Python

   Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

   

6. NCRFpp

   5 1 1,896 0.0 Python

   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.

   

7. ActionAI

   6 1 812 0.0 Python

   Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

   

8. BCDU-Net

   7 1 786 0.0 Python

   BCDU-Net : Medical Image Segmentation

   

9. sequitur

   8 3 454 4.5 Python

   Library of autoencoders for sequential data

   

10. ConvLSTM-PyTorch

    9 1 437 0.0 Python

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

    

11. paraphraser

    10 1 407 0.0 Python

    Sentence paraphrase generation at the sentence level

    

12. endless-memory-gym

    11 1 113 4.1 Python

    Challenging Memory-based Deep Reinforcement Learning Agents

    

13. speech-music-detection

    12 1 111 0.0 Python

    Python framework for Speech and Music Detection using Keras.

    

14. pytorch-handwriting-synthesis-toolkit

    13 1 101 0.0 Python

    Handwriting generation and handwriting synthesis as described in Alex Graves's paper https://arxiv.org/abs/1308.0850. Pytorch implementation.

    

15. chicksexer

    14 1 87 0.0 Python

    A Python package for gender classification.

    

16. Stochastic-muzero

    15 1 78 4.5 Python

    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.

    

17. DeepMalwareDetector

    16 1 76 2.0 Python

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

    

18. siamese-nn-semantic-text-similarity

    17 2 53 0.0 Python

    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.

    

19. nn-morse

    18 1 45 10.0 Python

    Decode morse using a neural network

    

20. Spectrum

    19 2 44 0.0 Python

    Spectrum is an AI that uses machine learning to generate Rap song lyrics (by YigitGunduc)

    

21. Baby-Action-Detection-for-Safety-System-Prototype

    20 1 35 0.0 Python

    Prototype for Baby Action Detection and Classification

    

22. Muzero-unplugged

    21 3 35 2.1 Python

    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.

    

23. Muzero

    22 1 19 10.0 Python

    Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space. (by DHDev0)

    

24. MenstruatioNN

    23 1 18 4.1 Python

    LSTM to predict menstruation and menstrual cycles.

    

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• A note from our sponsor - SaaSHub
  www.saashub.com | 8 Jun 2026

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