aihill

10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

30_seconds_of_knowledge

Google Chrome Extension that lets you gain new developer skills, every time you open a New Tab.

3D-Machine-Learning

A resource repository for 3D machine learning

ArtLine

A Deep Learning based project for creating line art portraits.

cnn_finetune

Fine-tune CNN in Keras

digital_video_introduction

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).

dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

dl-4-tsc

Deep Learning for Time Series Classification

dl_tutorials_10weeks

Deep Learning Tutorials for 10 Weeks

GCAN

Official implementation of GCAN model(ACL2020)

aihill/6s965-fall2022

aihill/advanced-forecasting-python

Source Code for 'Advanced Forecasting with Python' by Joos Korstanje

aihill/AI-Deep-Learning-Lab-2021

Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021

aihill/AI-Deep-Learning-Lab-2022

aihill/AllergenChip

Allergen Chip Data Challenge best notebooks

aihill/connect4

aihill/COTR

Code release for "COTR: Correspondence Transformer for Matching Across Images"

aihill/cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

aihill/dl-colab-notebooks

Try out deep learning models online on Google Colab

aihill/feedback-prize

aihill/HubMap-2023-3rd-Place-Solution

Winning 3rd Place solution for HubMap - Hacking the Human Vasculature hosted on Kaggle

aihill/image-matching-toolbox

This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.

aihill/kaggle-feedback-effectiveness-3rd-place-solution

solution

aihill/kaggle-feedback3-efficiency-1st-place

aihill/kaggle-nbme-3rd-place-solution

nbme

aihill/long-summarization

Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

aihill/machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

aihill/ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

aihill/patch2pix

Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]

aihill/Practical-Machine-Learning-with-Spark

Practical Machine Learning with Spark, published by BPB Publications

aihill/pytorch-template

PyTorch deep learning projects made easy.

aihill/rob101

Pilot course for Robotics 101: Computational Linear Algebra

aihill/seaibib

Software Engineering for AI/ML -- An Annotated Bibliography

aihill/SQL-Data-Analysis-and-Visualization-Projects

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

aihill/tiny-training

On-Device Training Under 256KB Memory [NeurIPS'22]

aihill/TransUnet

This repo reproduces the results of TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

aihill/UvA_Summaries

Summaries of courses in the AI Master programme at UvA

aihill/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

aihill/xview3-reference

Reference data processing code and model for the xView3 prize challenge.

aihill/yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors