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Курс "Глубокое обучение (Deep Learning)" (ВМК, МГУ имени М.В. Ломоносова)
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Pyth…
Learn ML engineering for free in 4 months!
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
A Baby Robot's Guide to Reinforcement Learning
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
RUSSE 2022: Russian Text Detoxification Based on Parallel Corpora
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
A community-maintained Python framework for creating mathematical animations.
IDAO 2022: Machine Learning Bootcamp
Research on Tabular Deep Learning: Papers & Packages
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement …
A library for debugging/inspecting machine learning classifiers and explaining their predictions
An intuitive library to add plotting functionality to scikit-learn objects.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)
Solution of RecSys Challenge 2015
LAMA - automatic model creation framework
Practice your pandas skills!