Popular GitHub Repositories for Rnn Scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

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

12 Weeks, 24 Lessons, AI for All!

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

?? 「大模型」2小时完全从0训练26M的小参数GPT！? Train a 26M-parameter GPT from scratch in just 2h!

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

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.

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

A series of large language models trained from scratch by developers @01-ai

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Code for Tensorflow Machine Learning Cookbook

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

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

Recurrent neural network for audio noise reduction

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

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

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

? 「大模型」1小时从0训练26M参数的视觉多模态VLM！? Train a 26M-parameter VLM from scratch in just 1 hours!

CNN-RNN中文文本分类，基于TensorFlow

A machine learning software for extracting information from scholarly documents