Roman Nemuchynskyi's starred repositories

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

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fastbook

The fastai book, published as Jupyter Notebooks

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learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

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stack-on-a-budget

A collection of services with great free tiers for developers on a budget. Sponsored by Mockoon, the best mock API tool. https://mockoon.com

numpy-100

100 numpy exercises (with solutions)

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youtube-dl-gui

A cross platform front-end GUI of the popular youtube-dl written in wxPython.

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data-science-interviews

Data science interview questions and answers

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udlbook

Understanding Deep Learning - Simon J.D. Prince

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awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

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efficient-dl-systems

Efficient Deep Learning Systems course materials (HSE, YSDA)

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dlcourse_ai

Материалы курса Deep Learning на пальцах

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excess-mortality

Excess mortality during COVID-19 pandemic

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The-Python-Workshop

A New, Interactive Approach to Learning Python

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leetcode-frequently-asked-questions

LeetCode frequently asked questions

coursera_ml_da_specialization

Coursera Specialization: Machine Learning and Data Analysis (Yandex & MIPT)

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content-aws-mls-c01

AWS Certified Machine Learning - Specialty (MLS-C01)

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visual-vocabulary-vega

Visual Vocabulary with Vega

ml-aws-specialty-lab

Repo with resources to pass the AWS ML Specialty exam

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The-Data-Visualization-Workshop

A New, Interactive Approach to Learning Data Visualization

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olx-parser

Looks for new flats in Odessa and notify in the telegram through the bot

syngen

Open-source version of the TDspora synthetic data generation algorithm.

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postman-azure-cognitive-services

A Postman collection of Azure Cognitive Services APIs.

documents

Публичные документы МАИИ