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asl-ml-immersion

d3-hierarchy

2D layout algorithms for visualizing hierarchical data.

generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

getting-things-done-with-pytorch

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.

learn-hack

打造超人學習

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-for-algorithmic-trading-second-edition

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

mastering-spacy

Mastering spaCy, published by Packt

mastering-transformers

Mastering Transformers, published by Packt

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

notebooks

Notebooks using the Hugging Face libraries 🤗

oreilly-transformers-video-series

oreilly_essential_math_for_data_science_book

Book code for "Essential Math for Data Science"

patent_client

A collection of ORM-style clients to public patent data

pytorch-book

Code included in the book, PyTorch Pocket Reference

pytorch-deep-learning-in-7-days

Code repository for PyTorch Deep Learning in 7 Days, Published by Packt

slavic-bert-ner

Shared BERT model for 4 languages of Bulgarian, Czech, Polish and Russian. Slavic NER model.

speed-writing

極速寫作法, 極速寫書法

the-complete-python-course

The Complete Python Course, published by Packt

tiny_python_projects

Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities