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microsoft/AI-For-Beginners

Beginner-friendly AI curriculum with 12 weeks, 24 lessons, covering TensorFlow, PyTorch, and AI ethics.

45.8K
Active
Jupyter Notebook
Computer Vision
Tutorials & Courses
TensorFlow
#ai-education#beginner-ai#tensorflow

apachecn/ailearning

AI learning repository with tutorials and implementations for machine learning, deep learning, and data analysis

42.1K
Archived
Python
ML Ops
Python
#machine-learning#deep-learning#data-analysis

Mikoto10032/DeepLearning

A comprehensive collection of deep learning tutorials, articles, and resources for developers.

17.2K
Archived
Jupyter Notebook
Deep Learning
Jupyter Notebook
#deep-learning#machine-learning#tutorials

datawhalechina/leedl-tutorial

A tutorial on deep learning by renowned professor Li Hongy, covering a wide range of AI and machine learning topics.

16.4K
Stable
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#deep-learning#machine-learning#tutorial

BlinkDL/RWKV-LM

RWKV is an RNN-based language model with high performance, fast training, and flexible transformer-like architecture.

14.4K
Active
Python
LLM Frameworks
PyTorch
#language-model#rnn#transformer

karpathy/char-rnn

A Lua-based library for building multi-layer recurrent neural networks for character-level language models.

12.0K
Archived
Lua
LLM Frameworks
#neural-networks#language-modeling#character-level

BlinkDL/ChatRWKV

An open-source ChatGPT-like chatbot powered by the RWKV language model, a 100% RNN-based system.

9.5K
Active
Python
LLM Frameworks
PyTorch
#chatbot#language-model#rnn

MorvanZhou/PyTorch-Tutorial

A comprehensive PyTorch tutorial for building neural networks and AI models with ease

8.5K
Archived
Jupyter Notebook
ML Ops
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#neural-networks

dragen1860/TensorFlow-2.x-Tutorials

This GitHub repository provides a comprehensive collection of TensorFlow 2.x tutorials and examples for AI/ML developers.

6.4K
Archived
Jupyter Notebook
TensorFlow
TensorFlow
#tensorflow#deep-learning#neural-networks

timeseriesAI/tsai

A state-of-the-art deep learning library for time series and sequence modeling in PyTorch/fastai.

6.0K
Experimental
Jupyter Notebook
Time Series Forecasting
Time Series Analysis
PyTorch
#time-series#deep-learning#forecasting

bentrevett/pytorch-seq2seq

Tutorials on implementing sequence-to-sequence models with PyTorch and TorchText for machine translation and more.

5.7K
Archived
Jupyter Notebook
Frameworks
Tutorials & Courses
PyTorch
#pytorch#seq2seq#machine-translation

xiph/rnnoise

A recurrent neural network for audio noise reduction, useful for building audio processing tools.

5.4K
Experimental
C
Audio & Speech
CLI Tools
#audio#noise-reduction#rnn

grobidOrg/grobid

ML library for extracting metadata & text from PDFs using CRF & deep learning

4.7K
Active
Java
Computer Vision
ML Ops
Java
#pdf-extraction#machine-learning#deep-learning

MorvanZhou/Tensorflow-Tutorial

A comprehensive TensorFlow tutorial covering a wide range of machine learning topics for AI-focused developers.

4.3K
Archived
Python
Tutorials & Courses
Tutorials & Courses
TensorFlow
#tensorflow#machine-learning#deep-learning

gaussic/text-classification-cnn-rnn

A text classification model using CNN and RNN implemented with TensorFlow for Chinese text data.

4.3K
Archived
Python
Text Classification
API Frameworks
TensorFlow
#text-classification#chinese#cnn

lucasjinreal/tensorflow_poems

An AI-powered Chinese poetry generator built with TensorFlow, focused on helping 'vibe coders' create poetic content.

3.6K
Archived
Python
LLM Frameworks
Fine-tuning
TensorFlow
#poetry#nlp#language-generation

PaddlePaddle/awesome-DeepLearning

A comprehensive collection of deep learning resources including courses, case studies, and interview questions.

3.6K
Archived
Jupyter Notebook
LLM Frameworks
Computer Vision
#deep-learning#machine-learning#computer-vision

guillaume-chevalier/LSTM-Human-Activity-Recognition

A TensorFlow-based example of human activity recognition using an LSTM RNN on smartphone sensor data.

3.5K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
TensorFlow
#activity-recognition#deep-learning#lstm

zzw922cn/awesome-speech-recognition-speech-synthesis-papers

A comprehensive collection of research papers on automatic speech recognition, speech synthesis, and related topics.

3.1K
Archived
AI Voice & Speech
#speech-recognition#speech-synthesis#language-modeling

DSKSD/DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models used in the Stanford NLP course cs-224n

2.9K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
Pytorch
#deep-learning#natural-language-processing#neural-network

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