Oleksii Babych's Projects
Fast & Simple repository for pre-training and fine-tuning T5-style models
Preimage attack against NeuralHash π£
Natural Language Processing (NLP)
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched
Config files for my GitHub profile.
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
Build AI Assistants with memory, knowledge and tools.
Latex code for making neural networks diagrams
Probability theory and statistics seminars in hse (russian language)
A course in reinforcement learning in the wild
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
:octopus: Guides, papers, lecture, and resources for prompt engineering
Repository for the ACL2023 paper "Reasoning with Language Model Prompting: A Survey".
A project that has excellent code examples for creating letterheads and other PDF documents using data from sources like Database,CSV etc.
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
All Algorithms implemented in Python
Transform Python source code into it's most compact representation
This repo contains some solved python hacker codes
Build your neural network easy and fast, θ«η¦PythonδΈζζε¦
An LLM-powered advanced RAG pipeline built from scratch
Best Practices on Recommendation Systems
Reflexion: an autonomous agent with dynamic memory and self-reflection
A list of semi to fully remote-friendly companies (jobs) in tech.
Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.
real-time inference and async inference interface for Stable Diffusion Model
Repository containing an example of a pipeline script for Sagemaker Projects and development notebooks