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artfeateng

Code for the book Art of Feature Engineering

awesome-feature-engineering

A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning

bar-screw-dataset

Dataset for classification, detection and prognostics of surface defects on ball screw drives

basic_nmt

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

classification-models-pytorch

This repo is about the Classification models that I'm aware so far in Pytorch

code-competition

A repository contain the scripts, notebooks that I run on Kaggle competitions

coursera-ai-for-medicine-specialization

coursera_capstone

this repository will be mainly used for the capstone project.

coursera_ds_ibm

Data science IBM course materials

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deepcount

Deep Density-aware Count Regressor: a state-of-the-art method for crowd counting

defective-solar-cells-dataset

A dataset of functional and defective solar cells extracted from EL images of solar modules

deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

ednet

EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more than 780K users in Korea available through Android, iOS and web.

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

efficientnet-pytorch

A PyTorch implementation of EfficientNet

free-data-science-books

Free resources for learning data science

gnnpapers

Must-read papers on graph neural networks (GNN)

grokking-algorithms-practice

A practice workplace from the book Grokking Algorithms by Aditya Bhargava

interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

lpthw

The playground for the book (Learn Python the hard way - Zed A. Shaw)

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mlops-primer

A collection of resources to learn about MLOPs.

nlp_thesis

An NLP project about creating a FAQ bot helping people 'how to make passport' first time

object_detection

Small project, run by on internet

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

rapidfuzz

Rapid fuzzy string matching in Python using various string metrics

siim-isic-melanoma-classification-1st-place-solution