advent_of_code_2023_python3

My Python solutions to advent of code 2023 challenge

auto-ml

Notes on Automatic Machine Learning .

blogging-journey

A collection of my blogging articles and coding tutorials.

covid_vaccinations_data_analysis_r

Insights and discoveries about covid-19 vaccination campaigns.

deep-learning-plant-disease-detector

Deep Neural Networks for plant disease identification and inference on Raspberry pi .(+ Google Collab notebook)

docker-translation_transformer

A simple example of English to German translation using transformers library and Docker

google_colab_workshop

A workshop about Google Colab. I share some tips and tricks that will make your developing experience easier.

headless-raspberry-pi-4b

Missing a spare monitor? Missing a micro HDMI ? Do you just hate more cables?

insolitum

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

llama-experts

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

ml-from-scratch

ml-util-functions

Python scripts I often find myself using while creating machine learning pipelines. Folder restructuring, train-val splitting, checking for naming conventions, image-label separation and more.

multimodal-barlow-twins

Multimodal Barlow Twins architecture trained via self-supervision using feature based augmentation.

newsapi-python

A Python Client for News API

poulinakis-konstantinos

poulinakis-konstantinos.github.io

self_supervised_cnn-rotnet

Tensorflow 2 Implementation of ICLR paper UNSUPERVISED REPRESENTATION LEARNING BY PREDICTING IMAGE ROTATIONS

stock_market_time_travelling

Imagine you managed to time travel back to 1960 's Wall Street and you've got stock market data with you!

stock_prediction_with_news_sentiment_analysis

Predicting the price movement of stocks using past prices and sentiment analysis scores from financial News.

thebondingapp

A full-stack application for team training.