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442 search results found

Dive Into Dl Pytorch ⭐ 13,747

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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.

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Ml Nlp ⭐ 10,874

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Nlp_course ⭐ 9,139

YSDA course in Natural Language Processing

Deeplearning ⭐ 7,463

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

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Tensorflow 2.x Tutorials ⭐ 5,496

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。

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

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Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained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

D2l Pytorch ⭐ 3,933

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

Nlpaug ⭐ 3,825

Data augmentation for NLP

Competition Baseline ⭐ 3,773

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

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

Flaml ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Awesome Deeplearning ⭐ 2,670

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

✔（已完结）最全面的深度学习笔记【土堆 Pytorch】【李沐动手学深度学习】【吴恩达深度学习】

Ailearning Theory Applying ⭐ 2,637

快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释及数据集，力求每

Deepnlp Models Pytorch ⭐ 2,372

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

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Aws Machine Learning University Accelerated Nlp ⭐ 2,150

Machine Learning University: Accelerated Natural Language Processing Class

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Ml Course ⭐ 1,936

Open Machine Learning course

Pythoncode Tutorials ⭐ 1,923

The Python Code Tutorials

Setfit ⭐ 1,813

Efficient few-shot learning with Sentence Transformers

Deeplearningfornlpinpytorch ⭐ 1,605

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

Machine_learning_beginner ⭐ 1,594

机器学习初学者公众号作品

General Assembly's 2015 Data Science course in Washington, DC

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

Ktrain ⭐ 1,188

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

Transformers Interpret ⭐ 1,090

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

One Pixel Attack Keras ⭐ 1,078

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Natural Language Processing ⭐ 1,057

Resources for "Natural Language Processing" Coursera course.

Awesome Google Colab ⭐ 1,055

Google Colaboratory Notebooks and Repositories (by @firmai)

Deep Learning Experiments ⭐ 1,050

Videos, notes and experiments to understand deep learning

Bert_score ⭐ 1,041

BERT score for text generation

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Spark Nlp Workshop ⭐ 977

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

Concrete_nlp_tutorial ⭐ 973

An NLP workshop about concrete solutions to real problems

Alpaca_eval ⭐ 899

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Sparrow ⭐ 888

Data extraction with ML and LLM

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 Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Question_generation ⭐ 836

Neural question generation using transformers

Data Science Portfolio ⭐ 833

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

Comprehensive_dl_tutor ⭐ 805

Comprehensive Deep Learning Tutorial : From Zero To Hero

Transformers Tutorials ⭐ 777

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

Coursera ⭐ 746

Quiz & Assignment of Coursera

Nlp Notebooks ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

Hate Speech And Offensive Language ⭐ 698

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

Thoughtsource ⭐ 680

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

Build a bot that speaks like you!

Langkit ⭐ 602

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Transformers For Nlp 2nd Edition ⭐ 555

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

What_are_embeddings ⭐ 552

A deep dive into embeddings starting from fundamentals

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Daily Deeplearning ⭐ 532

🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

Deeplearning.ai Natural Language Processing Specialization ⭐ 523

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

Headlines ⭐ 506

Automatically generate headlines to short articles

Biosentvec ⭐ 501

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Building A Simple Chatbot In Python Using Nltk ⭐ 482

Building a Simple Chatbot from Scratch in Python (using NLTK)

Deepnlp Course ⭐ 479

Deep NLP Course

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

Code_search ⭐ 474

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

Prodigy Recipes ⭐ 449

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449

A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user

Medspacy ⭐ 448

Library for clinical NLP with spaCy.

Pysentimiento ⭐ 445

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

Ontogpt ⭐ 435

LLM-based ontological extraction tools, including SPIRES

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

Tensorflow Nlp Tutorial ⭐ 432

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT와 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

Practical_nlp_in_pytorch ⭐ 428

A repository containing tutorials for practical NLP using PyTorch

Python Ai ⭐ 420

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、Tens

Keytotext ⭐ 418

Keywords to Sentences

Fromage ⭐ 415

🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".

Course repo for Applied Natural Language Processing (Spring 2019)

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

Interpret Text ⭐ 392

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Amazon Textract Code Samples ⭐ 379

Amazon Textract Code Samples

Resourcebank_cv_nlp_mlops_2022 ⭐ 375

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

Adaptnlp ⭐ 371

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Nlp Papers With Arxiv ⭐ 363

Statistics and accepted paper list of NLP conferences with arXiv link

Ml Projectkart ⭐ 362

🙌Kart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Conformal Prediction ⭐ 349

Lightweight, useful implementation of conformal prediction on real data.

Language modeling and instruction tuning for Russian

🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".

Dliss Tutorial ⭐ 317

Tutorial for International Summer School on Deep Learning, 2019

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