Top 23 Python Lstm Projects

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1. ailearning

   1 1 42,454 3.7 Python

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

   

2. AppSignal

   www.appsignal.com sponsored

   AppSignal knows why the f*#k it crashed. Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.

   

3. EasyOCR

   2 43 30,043 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 14,738 8.5 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 2,303 7.5 Python

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

   

6. NCRFpp

   5 1 1,899 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 1 816 0.0 Python

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

   

8. stock-prediction-deep-neural-learning

   7 44 689 9.3 Python

   Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

   

9. SaaSHub

   www.saashub.com sponsored

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

   

10. sequitur

    8 3 455 4.5 Python

    Library of autoencoders for sequential data

    

11. ConvLSTM-PyTorch

    9 1 435 0.0 Python

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

    

12. paraphraser

    10 1 407 1.6 Python

    Sentence paraphrase generation at the sentence level

    

13. ethnicolr

    11 1 256 7.6 Python

    Canonical package for name-based race and ethnicity estimates using Census, voter-file, and Wikipedia/Wikidata models.

    

    Project mention: Predict Race and Ethnicity Based on the Sequence of Characters in a Name | news.ycombinator.com | 2025-12-02

14. gym-continuousDoubleAuction

    12 5 154 9.3 Python

    A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

    

15. endless-memory-gym

    13 1 114 4.1 Python

    Challenging Memory-based Deep Reinforcement Learning Agents

    

16. speech-music-detection

    14 1 113 0.0 Python

    Python framework for Speech and Music Detection using Keras.

    

17. pytorch-handwriting-synthesis-toolkit

    15 1 111 0.0 Python

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

    

18. chicksexer

    16 1 87 0.0 Python

    A Python package for gender classification.

    

19. Stochastic-muzero

    17 1 82 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.

    

20. DeepMalwareDetector

    18 1 76 2.0 Python

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

    

21. siamese-nn-semantic-text-similarity

    19 2 54 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.

    

22. nn-morse

    20 1 45 10.0 Python

    Decode morse using a neural network

    

23. Spectrum

    21 2 44 0.0 Python

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

    

24. Muzero-unplugged

    22 3 36 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.

    

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

    23 1 35 0.0 Python

    Prototype for Baby Action Detection and Classification

    

26. SaaSHub

    www.saashub.com sponsored

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

    

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• A note from our sponsor - SaaSHub
  www.saashub.com | 6 Oct 2026

  SaaSHub helps you find the best software and product alternatives Learn more →

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AppSignal knows why the f*#k it crashed.

Stop vibe-debugging. Every exception, every backtrace, grouped so you see patterns, not noise.

www.appsignal.com

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