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aicamp_tutorial

Brief intro to Tensorflow.

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

antipasti-tf

Antipasti-TF is a lightweight wrapper around Tensorflow for building convolutional neural networks with complex architechtures.

autoaugment-pytorch

Implementation of a PyTorch transform for all 24 sub-policies of AutoAugment for ImageNet

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-semi-supervised-learning

:scroll: A curated list of awesome semi-supervised learning methods & papers.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

categorical-encoding

A library of sklearn compatible categorical variable encoders

contextualbandits

Python implementations of contextual bandits algorithms

cool-fashion-papers

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

courses

fast.ai Courses

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep-learning-boot-camp

A community run, 5-day PyTorch Deep Learning Bootcamp

deep-learning-drizzle

Drench yourself in Deep Learning & Reinforcement Learning by learning from these exciting lectures!!

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

densenet

Code for Densely Connected Convolutional Network

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

diy-data-science

Resources for people to learn data science DIY

dl_tutorials

Deep learning tutorials (2nd ed.)

ds-algo-point

This repository contains codes for various data structures and algorithms in C, C++, Java, Python, C#, Go, JavaScript, PHP, Kotlin and Scala

effectivetensorflow

TensorFlow tutorials and best practices.

gen-efficientnet-pytorch

Pretrained EfficientNet, MixNet, MobileNetV3, MNASNet A1 and B1, FBNet, Single-Path NAS

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

insightface_pytorch

Pytorch0.4.1 codes for InsightFace

ipythontheanotutorials

kaggle

Kaggle competition results

kaggledays-2019-gbdt

Kaggle Days Paris - Competitive GBDT Specification and Optimization Workshop