Top 23 Lstm Open-Source Projects

• tesseract-ocr

  120 58,022 8.9 C++

  Tesseract Open Source OCR Engine (main repository)

  

Project mention: one of the Codia AI Design technologies: OCR Technology | dev.to | 2024-02-14

You will also need to install the Tesseract OCR engine, which can be downloaded and installed from the following link: https://github.com/tesseract-ocr/tesseract

• EasyOCR

  38 21,882 4.6 Python

  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 ]

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• RWKV-LM

  84 11,619 8.8 Python

  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,*

• ml5-library

  16 6,349 0.0 JavaScript

  Friendly machine learning for the web! 🤖

  

• pytorch-seq2seq

  3 5,150 5.4 Jupyter Notebook

  Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

• pytorch-sentiment-analysis

  2 4,218 4.0 Jupyter Notebook

  Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

• LSTM-Human-Activity-Recognition

  1 3,265 0.0 Jupyter Notebook

  Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• tesseract

  8 2,821 8.5 C++

  Tesseract Open Source OCR Engine (main repository) (by UB-Mannheim)

  

• DeepLearningForNLPInPytorch

  1 1,901 0.0 Jupyter Notebook

  An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

• flow-forecast

  13 1,884 9.5 Python

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

  

• NCRFpp

  1 1,877 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.

• awesome-mad-science

  0 1,089 0.0

  Delightful npm packages that make you say "wow, didn't know that was possible!"

• telemanom

  14 950 0.0 Jupyter Notebook

  A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

• ActionAI

  1 724 4.3 Python

  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

  1 647 0.0 Python

  BCDU-Net : Medical Image Segmentation

• stock-prediction-deep-neural-learning

  44 431 7.1 Jupyter Notebook

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

Project mention: stock-prediction-deep-neural-learning: NEW Deep Learning And Reinforcement Learning - star count:352.0 | /r/algoprojects | 2023-08-28

• paraphraser

  1 402 0.0 Python

  Sentence paraphrase generation at the sentence level

• sequitur

  3 401 4.5 Python

  Library of autoencoders for sequential data

• ConvLSTM-PyTorch

  1 350 0.0 Python

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

• carrot

  1 293 0.0 JavaScript

  🥕 Evolutionary Neural Networks in JavaScript

  

• gym-continuousDoubleAuction

  5 136 0.0 Jupyter Notebook

  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.

• recurrent-ppo-truncated-bptt

  6 105 5.1 Jupyter Notebook

  Baseline implementation of recurrent PPO using truncated BPTT

• bias-monitor

  7 93 0.0 JavaScript

  A Chrome Extension that promotes politically diverse news reading with Artificial Intelligence!

• 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 - WorkOS
  workos.com | 26 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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