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annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

booking-system-project

crtnet

daisyrec-v2.0

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

dsa-bootcamp-java

This repository consists of the code samples, assignments, and notes for the Java Data Structures & Algorithms bootcamp of Community Classroom.

greek-electric-load-forecasting-ipto

This repo contains the code for my postgraduate thesis dealing with Short-term Load Forecasting, predicting the electric load demand per hour in Greece, developed in R, RStudio, R-markdown and R-Shiny using daily load datasets provided by the Greek Independent Power Transmission Operator (I.P.T.O.)

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interview

Interview questions

linghu-algorithm-templete

machine-learning-interview

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

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

pymupdf-utilities

Demos, examples and utilities using PyMuPDF

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

recbole

A unified, comprehensive and efficient recommendation library

recommendersystem

scanpath_prediction

Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning (CVPR2020)

udacity_repo

project for udacity course exercise

vertex-ai-mlops

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

vit-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

whenpigsflycontext