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3d-machine-learning

A resource repository for 3D machine learning

aibooks.github.io

AI Books

awesome

Collection of useful resources on Bioinformatics, data science, machine learning programming language (Python, Golang, R, Perl) and miscellaneous stuff.

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

cap-examples

Examples for getting started using https://case.law

capstone

CAP database scripts.

chap_0

Tissue Photon Interaction based retinal layer segmentation

chap_1

chap_2

Delineation of retinal layer through Deep learning and structured random forest

chap_3

Classification of retinal data

chap_4

cs-lab20

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

gvnn

gvnn: Geometric Vision with Neural Networks

gym-electric-motor

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

images-web-crawler

This package is a complete tool for creating a large dataset of images (specially designed -but not only- for machine learning enthusiasts). It can crawl the web, download images, rename / resize / covert the images and merge folders..

in-silico-labeling

Code for In silico labeling: Predicting fluorescent labels in unlabeled images

kaggle-vsb-power

:zap: Abandoned but interesting attempt

keras-gan

Keras implementations of Generative Adversarial Networks.

l3c-pytorch

PyTorch Implementation of the CVPR'19 Paper "Practical Full Resolution Learned Lossless Image Compression"

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

medical-imaging-datasets

A list of Medical imaging datasets. Source : https://sites.google.com/site/aacruzr/image-datasets

mf

ml19-20a

CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-autumn offering

openmodelica-microgrid-gym

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

practicalai

📚 A practical approach to machine learning.