aihill's repositories
advanced-forecasting-python
Source Code for 'Advanced Forecasting with Python' by Joos Korstanje
AI-Deep-Learning-Lab-2021
Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021
AllergenChip
Allergen Chip Data Challenge best notebooks
COTR
Code release for "COTR: Correspondence Transformer for Matching Across Images"
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
dl-colab-notebooks
Try out deep learning models online on Google Colab
HubMap-2023-3rd-Place-Solution
Winning 3rd Place solution for HubMap - Hacking the Human Vasculature hosted on Kaggle
image-matching-toolbox
This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.
long-summarization
Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
ml-pen-and-paper-exercises
Pen and paper exercises in machine learning
patch2pix
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]
Practical-Machine-Learning-with-Spark
Practical Machine Learning with Spark, published by BPB Publications
pytorch-template
PyTorch deep learning projects made easy.
rob101
Pilot course for Robotics 101: Computational Linear Algebra
seaibib
Software Engineering for AI/ML -- An Annotated Bibliography
SQL-Data-Analysis-and-Visualization-Projects
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
tiny-training
On-Device Training Under 256KB Memory [NeurIPS'22]
TransUnet
This repo reproduces the results of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
UvA_Summaries
Summaries of courses in the AI Master programme at UvA
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
xview3-reference
Reference data processing code and model for the xView3 prize challenge.
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors