Gwynny

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

langchain

🦜🔗 Build context-aware reasoning applications

LangChain-for-LLM-Application-Development

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

hello-ltr

Set of Jupyter notebooks demonstrating Learning to Rank integrated with Solr and Elasticsearch

fastapi-realworld-example-app

Backend logic implementation for https://github.com/gothinkster/realworld with awesome FastAPI

faiss

A library for efficient similarity search and clustering of dense vectors.

examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

ml-design-docs

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

ml_system_design_doc_ru

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

tuning_playbook

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

100_Numpy_exercises_Rus_ver

100 упражнений по numpy версия на русском

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

fastapi-best-practices

FastAPI Best Practices and Conventions we used at our startup

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

hse-shad-ml

:mortar_board: Введение в машинное обучение. Курс от ВШЭ и ШАД на coursera.org

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

articles-matching

notebook

This repo contains the algorithms from various websites. and detailed notes about the data structures and algorithms and Preparation Manual to crack any coding interview including working professionals.

data-science-interviews

Data science interview questions and answers

data-engineering-zoomcamp

Free Data Engineering course!

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Artificial-Intelligence

Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools

spark-nlp

State of the Art Natural Language Processing

Multi-Tacotron-Voice-Cloning

Phoneme multilingual(Russian-English) voice cloning based on

PySpark-Boilerplate

A boilerplate for writing PySpark Jobs

learning-spark

Example code from Learning Spark book