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2,586 search results found

Made With Ml ⭐ 34,182

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Ai For Beginners ⭐ 17,350

12 Weeks, 24 Lessons, AI for All!

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 ⭐ 12,403

Natural Language Processing Tutorial for Deep Learning Researchers

Deeplearningexamples ⭐ 11,463

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。

Haystack ⭐ 10,763

🔍 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.

Nlp_course ⭐ 8,875

YSDA course in Natural Language Processing

Fingpt ⭐ 8,446

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

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Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

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

Data Science ⭐ 3,793

Collection of useful data science topics along with articles, videos, and code

Competition Baseline ⭐ 3,692

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

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

God Level Data Science Ml Full Stack ⭐ 3,211

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Pytorch Sentiment Analysis ⭐ 2,905

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

Ml Workspace ⭐ 2,816

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

Flaml ⭐ 2,804

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

Ailearning Theory Applying ⭐ 2,612

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

Mlops Course ⭐ 2,427

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Promptify ⭐ 2,380

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Deepnlp Models Pytorch ⭐ 2,372

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

Awesome Deeplearning ⭐ 2,356

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

Spacy Course ⭐ 2,195

👩‍🏫 Advanced NLP with spaCy: A free online course

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.

Machine Learning ⭐ 1,999

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

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

Pythoncode Tutorials ⭐ 1,765

The Python Code Tutorials

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

✔（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】

Setfit ⭐ 1,583

Efficient few-shot learning with Sentence Transformers

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......

Transformers_tasks ⭐ 1,335

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

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.

Awesome Ai Ml Dl ⭐ 1,295

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Ml Course ⭐ 1,268

Open Machine Learning course

Ktrain ⭐ 1,169

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

Practical Nlp Code ⭐ 1,115

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

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

Text Analytics With Python ⭐ 1,073

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Natural Language Processing ⭐ 1,057

Resources for "Natural Language Processing" Coursera course.

Awesome Google Colab ⭐ 1,055

Google Colaboratory Notebooks and Repositories (by @firmai)

Bert_score ⭐ 1,041

BERT score for text generation

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Deep Learning Experiments ⭐ 1,034

Videos, notes and experiments to understand deep learning

Concrete_nlp_tutorial ⭐ 973

An NLP workshop about concrete solutions to real problems

Spark Nlp Workshop ⭐ 939

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

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

Question_generation ⭐ 836

Neural question generation using transformers

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Data Science Portfolio ⭐ 833

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

Transformers Tutorials ⭐ 749

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

Coursera ⭐ 746

Quiz & Assignment of Coursera

Ai Notes ⭐ 729

📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记

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/

Natural Language Processing Specialization ⭐ 624

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Build a bot that speaks like you!

Alpaca_eval ⭐ 610

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

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Easyedit ⭐ 554

An Easy-to-use Knowledge Editing Framework for LLMs.

Treasure Of Transformers ⭐ 541

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

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

Hands On Nltk Tutorial ⭐ 519

The hands-on NLTK tutorial for NLP in Python

Fullstack Data Engineer ⭐ 516

全栈数据工程师养成攻略

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

Chinese_models_for_spacy ⭐ 498

SpaCy 中文模型 | Models for SpaCy that support Chinese

Daily Deeplearning ⭐ 493

🔥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

What_are_embeddings ⭐ 483

A deep dive into embeddings starting from fundamentals

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"

Transformers For Nlp 2nd Edition ⭐ 473

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

Convokit ⭐ 452

ConvoKit is a toolkit for extracting conversational features and analyzing social phenomena in conversations. It includes several large conversational datasets along with scripts exemplifying the use of the toolkit on these datasets.

Pytorch Bert Crf Ner ⭐ 444

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Sparrow ⭐ 440

Data extraction from documents with ML

Prodigy Recipes ⭐ 434

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

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 ⭐ 419

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

Langkit ⭐ 410

🔍 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. 👀

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