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addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

ai-crash-course

AI-Crash-Course, published by Packt

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Beginner’s Guide to Using PyTorchfor Deep Learning

beverage-factory

Simulation of beverage factory to learn statistical methods with Excel.

bi-tempered-loss

Robust Bi-Tempered Logistic Loss Based on Bregman Divergences. https://arxiv.org/pdf/1906.03361.pdf

blazeface-pytorch

The BlazeFace face detector model implemented in PyTorch

cafa-evaluator

Evaluation software of the CAFA challenge

capsule-gan

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

chem-tools-tutorials

Computational chemistry software tutorials

chemixnet

Mixed DNN Architectures for Predicting Properties using Multiple Molecular Representations

classification-by-fine-tuning

This project is to build a classification model by transfer learning.

clr

cmap_notebooks

CMAP public jupyter notebooks

cnn-image-classification-stacked-inception3

combine-images

Protein challenge - I want to combine the 3 colors based on the value of the green color

course-v3

The 3rd edition of course.fast.ai

dat64x-capstone-project

Microsoft's Artificial Intelligence Professional Program Capstone Project

deep-channel

To follow

deep-learning-for-computer-vision

Deep Learning for Computer Vision, by Packt

deep-learning-for-natural-language-processing

Solve your natural language processing problems with smart deep neural networks

deep-learning-with-pytorch-quick-start-guide

Deep Learning with PyTorch Quick Start Guide, published by Packt

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep_learning_cookbook

Deep Learning Cookbox

deepfake-detection-challenge

deepsat6_cnn_xgb

digitalhairremoval

There has been numeruous advancements towards utilizing deep networks, ANNs, AI, etc in tasks like detecting the skin disease, type of tumour, etc. However, it becomes difficult for the networks to learn the features since, most of the skin images are occluded by hair. Thus, there is a need for pre-processing of the skin images to remove these obstructing hair. This sample project aims to remove the hair noise from the skin image with the help of Morphological filtering.

dlib

A toolkit for making real world machine learning and data analysis applications in C++