Sergey Gaynetdinov's starred repositories
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, ... 🧠
pocketbase
Open Source realtime backend in 1 file
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
lazydocker
The lazier way to manage everything docker
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
khoj
Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our cloud instance. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
transformers.js
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!
pandas_exercises
Practice your pandas skills!
mistral-inference
Official inference library for Mistral models
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
python-docs-samples
Code samples used on cloud.google.com
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
whisper-diarization
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
openvino_notebooks
📚 Jupyter notebook tutorials for OpenVINO™
alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.