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16 search results found

Awesome Pytorch List ⭐ 14,715

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Haystack ⭐ 12,474

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Stanford Tensorflow Tutorials ⭐ 10,303

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Pytorch Sentiment Analysis ⭐ 4,133

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

Courses ⭐ 4,018

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Dive Into Dl Tensorflow2.0 ⭐ 3,588

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Awesome Aigc Tutorials ⭐ 2,879

Curated tutorials and resources for Large Language Models, AI Painting, and more.

Pythoncode Tutorials ⭐ 1,923

The Python Code Tutorials

Deeplearningfornlpinpytorch ⭐ 1,605

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Jieba Php ⭐ 1,193

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

Ktrain ⭐ 1,188

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Awesome Google Colab ⭐ 1,055

Google Colaboratory Notebooks and Repositories (by @firmai)

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Nlp Tutorials ⭐ 794

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Nlp Pytorch Zh ⭐ 703

《Natural Language Processing with PyTorch》中文翻译

Naacl_transfer_learning_tutorial ⭐ 621

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

Gnns For Nlp ⭐ 619

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Hands On Nltk Tutorial ⭐ 534

The hands-on NLTK tutorial for NLP in Python

Code_search ⭐ 474

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

Practical_nlp_in_pytorch ⭐ 428

A repository containing tutorials for practical NLP using PyTorch

Dynet_tutorial_examples ⭐ 424

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

Examples ⭐ 402

Jina examples and demos to help you get started

Program Y ⭐ 346

Python 3.x based AIML 2.0 Chatbot interpreter, framework, related programs and knowledge files

Dliss Tutorial ⭐ 317

Tutorial for International Summer School on Deep Learning, 2019

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Shared_colab_notebooks ⭐ 244

A Repo to store the Google Colaboratory Notebooks that I have created and shared

Dl For Chatbot ⭐ 228

Deep Learning / NLP tutorial for Chatbot Developers

Awesome Caffe ⭐ 220

Haystack Tutorials ⭐ 173

Here you can find all the Tutorials for Haystack 📓

Deeptoxic ⭐ 166

top 1% solution to toxic comment classification challenge on Kaggle.

Notebooks ⭐ 156

Jupyter Notebooks with Deep Learning Tutorials

Practical Torchtext ⭐ 155

A set of tutorials for torchtext

Great Deep Learning Tutorials ⭐ 153

A Great Collection of Deep Learning Tutorials and Repositories

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

Machine Learning Resources ⭐ 137

A curated list of awesome machine learning frameworks, libraries, courses, books and many more.

Natural Language Processing Tutorials ⭐ 133

Natural Language Processing Tutorials(NLP) with Julia and Python

Seq2seq_tutorial ⭐ 126

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

Data Science Tutorials ⭐ 124

Python Tutorials for Data Science

Natural Language Processing For Everyone

Pytorch Pos Tagging ⭐ 109

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Pytorch ⭐ 104

PyTorch tutorials A to Z

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Amr Tutorial ⭐ 100

Abstract Meaning Representation (AMR) tutorial slides

Torchblocks ⭐ 99

A PyTorch-based toolkit for natural language processing

Atis.keras ⭐ 99

Spoken Language Understanding(SLU)/Slot Filling in Keras

Interpretability Tutorial Emnlp2020 ⭐ 98

Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"

Python Tutorial Notebooks ⭐ 97

Python tutorials as Jupyter Notebooks for NLP, ML, AI

Mindspore Nlp Tutorial ⭐ 96

Natural Language Processing Tutorial for MindSpore Users

Tutorial ⭐ 94

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Allennlp_tutorial ⭐ 83

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

Torchtexttutorial ⭐ 82

A short tutorial for Torchtext, the NLP-specific add-on for Pytorch.

Paperweeklyai ⭐ 63

📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.

Klue Transformers Tutorial ⭐ 60

KLUE 데이터를 활용한 HuggingFace Transformers 튜토리얼

End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Nlp Class ⭐ 51

A Natural Language Processing course taught by Professor Ghassemi

Udacity Natural Language Processing Nanodegree ⭐ 50

Tutorials and my solutions to the Udacity NLP Nanodegree

Awesome Ai Tutorials Surveys ⭐ 44

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

Kiwipycon Nlp Tutorial ⭐ 40

Code examples and data for the KiwiPyCon 2014 NLP tutorial

Kaggle Courses ⭐ 39

Courses on Kaggle

Cogstack Pipeline ⭐ 39

Distributed, fault tolerant batch processing for Natural Language Applications and Search, using remote partitioning

Pytorch Nlp Tutorial Nyc2017 ⭐ 38

Materials for O'Reilly DL 4 NLP tutorial (NYC, June 2017)

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Bert Transformer Pytorch ⭐ 38

Basic implementation of BERT and Transformer in Pytorch in one short python file (also includes "predict next word" GPT task)

Nagisa Tutorial Pycon2019 ⭐ 38

Code for PyCon JP 2019 talk "Python による日本語自然言語処理〜系列ラベリングによる実世界テキスト分析〜"

Awesome Kaggle Kernels ⭐ 38

Compilation of good Kaggle Kernels.

Nlp Various Tutorials ⭐ 36

자연어 처리와 관련한 여러 튜토리얼 저장소

Deepdivechineseapps ⭐ 34

DeepDive Tutorial with Chinese Support

Source code for the tutorial series at http://www.thoughtly.co/blog/prototype

Nlp Intuition And Applications Of Word Embeddings ⭐ 31

UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

Nlp_pycon ⭐ 31

Material for PyCon 2019 NLP Tutorial

Nlp_workshop_odsc19 ⭐ 28

Contains all tutorials and hands-on examples for the ODSC 2019 Workshop

Awesome Nlp References ⭐ 25

A curated list of resources dedicated to Knowledge Distillation, Recommendation System, especially Natural Language Processing (NLP).

Tutorial Resources ⭐ 25

Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021

Pytorch_neural_machine_translation_attention ⭐ 24

Neural Machine Translation with Attention (PyTorch)

Learnpython2018 ⭐ 22

Python course for 2nd year NLP students at NRU HSE, 2018-2019

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Tutorials ⭐ 19

Machine Learning Tutorials & Fundamentals

Tweet Impact Predictor for PyCon 2016 NLP Tutorial

Ner Lstm Cnn Pytorch ⭐ 18

End-to-end-Sequence-Labeling-via-Bi-directional-LS

AI book for everyone

Tensorflow Nlp Tutorial ⭐ 17

Code from 6.806 TensorFlow Tutorial Presentation

Tensorflow Tutorials ⭐ 16

Series of Tensorflow Tutorials

Ml With Text ⭐ 16

[Tutorial] Demystifying Natural Language Processing with Python

Nlp Workshops ⭐ 15

Introduction and tutorial about Natural Language Processing

Aacl Ijcnlp2022 Kgc Tutorial ⭐ 15

Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction

Hungarian Text Mining Workshop ⭐ 15

Materials for the Text Mining workshop held in the HuNLP meetup, June 2017

Awesome Ai Tutorials ⭐ 15

The best collection of AI tutorials to make you a boss of Data Science!

Tsundoku ⭐ 15

PyTorch Tutorials for NLP with Deep Learning

Spacy_tutorial ⭐ 15

A brief tutorial for spaCy 2.x, which runs on Google Colab

Pytorch Nlp Tutorial ⭐ 15

A batch-wise NLP tutorial with Pytorch

Awesome Tensorflow2 ⭐ 14

基于Tensorflow2开发的优秀扩展包及项目

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