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

fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression scikit-learn 自然语言处理深度学习 Python dnn lstm rnn

Python

40608

11542

5 个月前

microsoft / AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

深度学习人工智能机器学习机器视觉自然语言处理 cnn rnn Generative Adversarial Network microsoft-for-beginners

Jupyter Notebook

37092

6768

2 天前

Mikoto10032 / DeepLearning

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

深度学习 cnn rnn Generative Adversarial Network 机器学习 Tensorflow mxnet PyTorch gcn kaggle

Jupyter Notebook

15693

3723

3 年前

datawhalechina / leedl-tutorial

《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

机器学习深度学习 leedl-tutorial cnn reinforcement-learning transformer rnn Generative Adversarial Network pruning self-attention ChatGPT 教程 diffusion transfer-learning bert

Jupyter Notebook

14979

3010

17 天前

BlinkDL / RWKV-LM

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 深度学习 gpt gpt-2 gpt-3 language-model linear-attention lstm PyTorch rnn transformer transformers rwkv ChatGPT

Python

13527

913

13 天前

BlinkDL / ChatRWKV

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

聊天机器人 ChatGPT language-model PyTorch rnn rwkv

Python

9472

704

3 个月前

MorvanZhou / PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

神经网络 Python pytorch-tutorial cnn rnn autoencoder PyTorch regression classification batch 教程 dropout dqn reinforcement-learning Generative Adversarial Network 机器学习 pytorch-tutorials

Jupyter Notebook

8281

3114

2 年前

nfmcclure / tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

Tensorflow tensorflow-cookbook linear-regression 神经网络 rnn cnn svm 自然语言处理机器学习 tensorboard classification regression genetic-algorithm

Jupyter Notebook

6254

2408

1 年前

timeseriesAI / tsai

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

time-series-classification 深度学习 fastai PyTorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting Rocket 机器学习 Python

Jupyter Notebook

5570

682

2 个月前

bentrevett / pytorch-seq2seq

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

PyTorch seq2seq sequence-to-sequence 教程 rnn gru lstm pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation attention transformer pytorch-implementation pytorch-tutorials pytorch-nlp

Jupyter Notebook

5527

1359

1 年前

xiph / rnnoise

Recurrent neural network for audio noise reduction

rnn noise-reduction audio C

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940

2 个月前

bentrevett / pytorch-sentiment-analysis

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

PyTorch sentiment-analysis 教程 rnn lstm fasttext sentiment-classification cnn pytorch-tutorial pytorch-tutorials pytorch-nlp 自然语言处理 recurrent-neural-networks word-embeddings transformers bert

Jupyter Notebook

4491

1181

1 年前

MorvanZhou / Tensorflow-Tutorial

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

Tensorflow Generative Adversarial Network rnn cnn classification regression autoencoder deep-q-network dqn 机器学习教程 dropout 神经网络

Python

4343

1869

4 年前

gaussic / text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

Tensorflow cnn text-classification chinese classification rnn tensorboard

Python

4220

1469

1 年前

kermitt2 / grobid

A machine learning software for extracting information from scholarly documents

机器学习 scientific-articles pdf metadata fulltext bibliographical-references hamburger-to-cow 深度学习 rnn transformers crf

Java

3943

477

18 小时前

lucasjinreal / tensorflow_poems

中文古诗自动作诗机器人，x炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

Tensorflow poetry lstm rnn

Python

3641

939

1 年前

guillaume-chevalier / LSTM-Human-Activity-Recognition

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

机器学习深度学习 lstm human-activity-recognition 神经网络 rnn recurrent-neural-networks Tensorflow activity-recognition

Jupyter Notebook

3394

939

2 年前

PaddlePaddle / awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

cnn rnn detection classification Generative Adversarial Network Video segmentation pose 自然语言处理 recommender-system reinforcement-learning bert transformer dssm sarsa dqn

Jupyter Notebook

3309

848

9 个月前

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

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq timit-dataset tts language-model speaker-verification speech-recognition speech-synthesis 神经网络 diffusion-models singing-voice-synthesis voice-conversion

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511

2 年前

DSKSD / DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

PyTorch 自然语言处理 rnn 神经网络深度学习

Jupyter Notebook

2954

656

6 年前