Python Lstm

Open-source Python projects categorized as Lstm

Top 23 Python Lstm Projects

  • EasyOCR

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

    Project mention: Leveraging GPT-4 for PDF Data Extraction: A Comprehensive Guide | dev.to | 2023-12-27

    PyTesseract Module [ Github ] EasyOCR Module [ Github ] PaddlePaddle OCR [ Github ]

  • 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,*

  • 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.

  • 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.

  • flow-forecast

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

  • ActionAI

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

    Project mention: Show HN: Custom Action Recognition with ActionAI | news.ycombinator.com | 2023-09-23
  • BCDU-Net

    BCDU-Net : Medical Image Segmentation

  • paraphraser

    Sentence paraphrase generation at the sentence level

  • WorkOS

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

  • sequitur

    Library of autoencoders for sequential data

  • ConvLSTM-PyTorch

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

  • speech-music-detection

    Python framework for Speech and Music Detection using Keras.

  • chicksexer

    A Python package for gender classification.

  • DeepMalwareDetector

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

  • endless-memory-gym

    Challenging Memory-based Deep Reinforcement Learning Agents

  • Spectrum

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

  • 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.

  • nn-morse

    Decode morse using a neural network

  • 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.

  • Baby-Action-Detection-for-Safety-System-Prototype

    Prototype for Baby Action Detection and Classification

  • 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.

    Project mention: Show HN: Ghidra Plays Mario | news.ycombinator.com | 2023-09-09

    https://github.com/DHDev0/Muzero-unplugged

    Gym is now gymnasium and it has support for additional Environments like Mujoco:

  • thesis

    Master's thesis, Uni Passau (by harshildarji)

  • 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)

  • MenstruatioNN

    LSTM to predict menstruation and menstrual cycles.

  • 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

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

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 2023-12-27.

Python Lstm related posts

Index

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

Project Stars
1 EasyOCR 21,106
2 RWKV-LM 11,092
3 NCRFpp 1,876
4 flow-forecast 1,785
5 ActionAI 698
6 BCDU-Net 647
7 paraphraser 399
8 sequitur 390
9 ConvLSTM-PyTorch 341
10 speech-music-detection 89
11 chicksexer 83
12 DeepMalwareDetector 65
13 endless-memory-gym 61
14 Spectrum 45
15 siamese-nn-semantic-text-similarity 43
16 nn-morse 40
17 Stochastic-muzero 37
18 Baby-Action-Detection-for-Safety-System-Prototype 30
19 Muzero-unplugged 17
20 thesis 15
21 Muzero 14
22 MenstruatioNN 10
23 AREnets 7
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