Michał Żarnecki's repositories
PHP
All Algorithms implemented in PHP
php-rag
This application uses LLM (Large Language Model) GPT-4o accessed via OpenAI API in order to generate text based on the user input. The user input is used to retrieve relevant information from the database and then the retrieved information is used to generate the text. This approach combines power of transformers and access to source documents.
flying-drone-object-detection
DJI Ryze Tello drone programmed for autonomous actions and detect objects using machine learning models.
create-transformer
This repository shows how to create transformer from scratch.
classify-dogs-tensorflow-aws-ground-truth
Dog images classificator build using tensorflow library and AWS Ground Truth service for dataset preparation.
flow
Flow PHP - strongly typed data processing framework
supervised-machine-learning-full-examples
This repository contain notebooks with full analysis and machine learning process for different types of datasets including: prices prediction, numeric and categorical data classification and natural language text classification
etl-adapter-yaml
YAML files adapter for flow-php lib
llm-chatbot-rag-langchain
RAG (Retrieval-augmented generation) and langchain chat bot example
train-ner-model-with-spacy
Custom training NER model with spacy library and annotaded dataset in JSON
ml-in-php-start-templates
This project is supposed to be a starting template for replacing business logic in PHP projects with machine learning models. I add here common use cases of how to use machine learning models in PHP projects. In order to use it in your projects you need to replace the data with your dataset and adjust data import and feature engineering stages.
phpcnn
Training convolutional neural network model in PHP to predict actions of self-driving car.
parkinson-fog-prediction
Parkinson freezing of gait episode prediction based on time series. repository contains jupyter notebooks for Kaggle competition that were placed in 20% of best model scores https://www.kaggle.com/competitions/tlvmc-parkinsons-freezing-gait-prediction
speech-recognition-api-example
Simple example for building program in Python with speech recording and recognition using speech_recognition library
POSTS_DRUPAL_TO_WP_CLI_IMPORTER
this script was implemented to import posts and their categories from Drupal 7 to wordpress 4.8
nlp-tools
Text normalizer and sentence splitter based on python
self-driving-car-raspberry
Raspberry Pi self driving car using tensor flow convolutional neuron networks model.
algorithms-in-php
popular algorithms in PHP