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multi-task-nlp

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

my.ai.ml.lab

Notes and codes on AI/ML topics

my_fastai

notebooks and scripts generated the fast.ai dl1 (2017) and dl2 (2018) courses

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-structured-learning

neuralcook

Deep learning application to identify ingredients from cooking dishes images and recommend dishes to cook, given a set of ingredients. This application leverages NLP and Computer Vision to learn semantic knowledge using joint embeddings.

nlp-and-deep-learning

Entirety.ai Intuition to Implementation Meetup Content.

nlp-deep-transfer-learning

Papers, code and slides for my session at the live@manning NLP conference, 2020 covering my talk on Deep Transfer Learning for Natural Language Processing

nlp-exercises

nlp-from-scratch-assignment-2022

An assignment for CMU CS11-711 Advanced NLP, building NLP systems from scratch

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_augment_streamlit

Streamlit App to Demo different ways to Augment NLP data using Transformer Pipelines

nlp_colab_notebooks

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

nlp_crash_course_plugin20

Contains relevant notebooks for the hands-on NLP workshop for the Analytics India Magazine Plugin Conference -2020 Edition

nlp_essentials

Essential and Fundametal aspects of Natural Language Processing with hands-on examples and case-studies

nlp_know-your-intent

State of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.

nlp_preprocessing

Text Preprocessing Package includes cleaning, tokenization, dataset preparation ...etc

nlp_talks_webinars

Materials used in talks, webinars, meetups etc

nlp_transformers-for-natural-language-processing

Transformers for Natural Language Processing, published by Packt

nlp_with_transformers

Jupyter notebooks for the Natural Language Processing with Transformers book

nlp_workshop_iisc19

Hands-on examples showcasing popular NLP applications

nlp_workshop_odsc19

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

nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

nlpbot

Simple ChatBot introducing NLP and Machine Learning for Classification of Sentences

nlpshiny

For Data Science Capstone

nltk

Python NLTK Jupyter Notebooks

nn-zero-to-hero

Neural Networks: Zero to Hero

node_js_machine_learning

This is the code for "Node JS Machine Learning" By Siraj Raval on Youtube

notebooks

Notebooks using the Hugging Face libraries 🤗

notebooks-statistics-and-machinelearning

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog