Piotr Laczkowski's Projects
Cookiecutter template for data scientists working in Docker containers
Documentation available at: [dockbook](https://piotrlaczkowski.github.io/data-science-template/)
Tensorflow implementation of DETR : Object Detection with Transformers
DEX implementation in PyTorch
Diff Match Patch is a high-performance library in multiple languages that manipulates plain text.
Summary of git commands
Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks
Data Preprocessing model based on Keras preprocessing layers that can be used as a standalone model or incorporated to Keras model as first layers.
Lifetime value in Python
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Machine Learning Using TensorFlow Cookbook, published by Packt
Sample of Python codes from mathematical problems
Public repo for DeepLearning.AI MLEP Specialization
Example of a Machine-Learning project management strategy using github and feature branches.
Quick function to go from a dictionary of sets of (images, labels, feature vectors) to checkpoints that can be opened in Tensorboard
Face recognition with deep neural networks.
Other personal projects
Easy converter pandas -> tfrecords & tfrecords -> pandas
Config files for my GitHub profile.
A simple web app to visualize resource budget allocations dynamically. No installation required—runs directly in your browser. Features include an interactive Gantt chart, real-time budget visualization, and a user-friendly interface. Perfect for managers to easily track and plan resource spending. Feel free to reuse and improve!
Open source implementation of "Spreading Vectors for Similarity Search"
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent