Repository Index

12 Weeks, 24 Lessons, AI for All!

• deep-learning
• artificial-intelligence
• machine-learning
• ai

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

• fp-growth
• apriori
• mahchine-leaning
• naivebayes

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

• ocr
• deep-learning
• crnn
• pytorch

深度学习入门教程, 优秀文章, Deep Learning Tutorial

• deeplearning
• cnn
• rnn
• gan

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

• machine-learning
• deep-learning
• leedl-tutorial
• cnn

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.

• attention-mechanism
• deep-learning
• gpt
• gpt-2

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

• pytorch
• pytorch-tutorials
• pytorch-tutorials-cn
• deep-learning

超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

• ncnn
• ocr
• pytorch

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

A bit like Solr, but much smaller and not as bright

• lunr
• javascript
• search
• full-text-search

Recurrent Neural Network - A curated list of resources dedicated to RNN

Recurrent neural network for audio noise reduction

• rnn
• noise-reduction
• audio
• c

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

• keras
• deep-learning
• text-generation
• tensorflow

Scalable and user friendly neural :brain: forecasting algorithms.

• deep-learning
• forecasting
• esrnn
• nbeats

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

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

验证码识别

• captcha-breaking
• keras-tutorials
• deep-learning
• keras

A recurrent neural network designed to generate classical music.

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

• seq2seq
• tensorflow
• tensorflow-tutorials
• python

RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

Chatbot in 200 lines of code using TensorLayer

• tensorlayer
• tensorflow
• chatbot
• rnn

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

RESTful degradable JavaScript routing using pushState

Language Model GRU with Python and Theano