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book_list

Python, Machine Learning, Deep Learning and Data Science Books

deep-nlp-resources

Curated list of all NLP Resources

generativeadversarialnetworksnotes

Personal notes for Hung-Yi Lee lectures on Generative Adversarial Networks

gnnpapers

Must-read papers on graph neural networks (GNN)

h2o-2

Please visit https://github.com/h2oai/h2o-3 for latest H2O

handsonmachinelearning

CSC 319 1.5 Machine Learning 1 - Practical Lab Sheets

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interpretable-ml-book

Book about interpretable machine learning

k-nearest-neighbors

Exercise on K-Nearest Neighbor using Scikit-Learn

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

nevergrad

A Python toolbox for performing gradient-free optimization

object-detection

In this tutorial, you will perform inference across 10 well-known pre-trained object detectors and fine-tune on a custom dataset. Design and train your own object detector.

practical-nlp

Official Repository for 'Practical Natural Language Processing' by O'Reilly

py

Repository to store sample python programs for python learning

pytorch

pytorch-computer-vision-cookbook

PyTorch Computer Vision Cookbook, Published by Packt

saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

text_classification

Text Classification Algorithms: A Survey

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