GitHub stars · StarDay

1microsoft / AI-For-Beginners12 Weeks, 24 Lessons, AI for All!Jupyter NotebookMIT · Permissive70,619

2apachecn / ailearningAiLearning: Data Analysis + Machine Learning Practice + Linear Algebra + PyTorch + NLTK + TF2PythonLicense not declaredInactive42,622

3Mikoto10032 / DeepLearningDeep Learning Tutorial, Excellent Articles, Deep Learning TutorialJupyter NotebookApache-2.0 · PermissiveInactive17,879

4datawhalechina / leedl-tutorial"Li Hongyi Deep Learning Tutorial" (recommended by teacher Li Hongyi👍, Apple book🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releasesJupyter NotebookLicense not declared16,855

5BlinkDL / RWKV-LMAuthor description: 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.PythonApache-2.0 · Permissive14,772

6BlinkDL / ChatRWKVAuthor description: ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.PythonApache-2.0 · Permissive9,487

7MorvanZhou / PyTorch-TutorialBuild your neural network easy and fast, Mofan Python Chinese teachingJupyter NotebookMIT · PermissiveInactive8,474

8nfmcclure / tensorflow_cookbookCode for Tensorflow Machine Learning CookbookJupyter NotebookMIT · PermissiveInactive6,237

9timeseriesAI / tsaiTime series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastaiJupyter NotebookApache-2.0 · Permissive6,141

10xiph / rnnoiseRecurrent neural network for audio noise reductionCBSD-3-Clause · PermissiveInactive5,948

11bentrevett / pytorch-seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.Jupyter NotebookMIT · PermissiveInactive5,709

12grobidOrg / grobidA machine learning software for extracting information from scholarly documentsJavaApache-2.0 · Permissive5,221

13bentrevett / pytorch-sentiment-analysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.Jupyter NotebookMIT · PermissiveInactive4,618

14MorvanZhou / Tensorflow-TutorialTensorflow tutorial from basic to hard, MofanPython Chinese AI teachingPythonMIT · PermissiveInactive4,336

15gaussic / text-classification-cnn-rnnCNN-RNN Chinese text classification, based on TensorFlowPythonMIT · PermissiveInactive4,300

16PaddlePaddle / awesome-DeepLearningCourses on deep learning basics, advanced courses, special courses, academic cases, industrial practice cases, encyclopedia of deep learning knowledge, and interview question databaseJupyter NotebookApache-2.0 · PermissiveInactive3,662

17lucasjinreal / tensorflow_poemsChinese ancient poetry automatic poetry generation robot, xJiaoTian, based on TensorFlow 1.10 API, actively maintained and upgraded, please star to stay updated!PythonLicense not declaredInactive3,625

18guillaume-chevalier / LSTM-Human-Activity-RecognitionHuman Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume ChevalierJupyter NotebookMIT · PermissiveInactive3,490

19ddz16 / TSFpaperThis repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.License not declared3,206

20zzw922cn / awesome-speech-recognition-speech-synthesis-papersAutomatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)MIT · PermissiveInactive3,134