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keras-idiomatic-programmer

Handbooks, Code Samples, and Model Zoo for Software Engineers wanting to learn the TF.Keras Machine Learning framework

kittylyst

A tiny Catalyst-like experiment runner framework on top of micrograd.

learning-to-rank

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

meal-v2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

mixmatch

ml-from-scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

ml_stuff

test_repo

neo4j_demos

neural-image-caption-generation-tutorial

nsfw_data_source_urls

Collection of NSFW images URLs for the purposes of training an NSFW Image Classifier

papers

Summaries of machine learning papers

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

private-detector

Bumble's Private Detector - a pretrained model for detecting lewd images

prml

PRML algorithms implemented in Python

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pycls

Codebase for Image Classification Research, written in PyTorch.

python-data-science-essentials-third-edition

Python Data Science Essentials - Third Edition, Published by Packt - Code maintained by one of the authors

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-metric-learning

The easiest way to use metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

repdistiller

Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

sciblog_support

Support content for my blog

snns

Tutorials and implementations for "Self-normalizing networks"

survey_of_deep_metric_learning

A comprehensive survey of deep metric learning and related works

switchable-normalization

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.