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ilbaks's Projects

aws-mlu-explain icon aws-mlu-explain

Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

cookiecutter-machine-learning icon cookiecutter-machine-learning

Enhanced cookiecutter template for Data Science projects. Based on @drivendata's practices, this version offers additional features for an efficient and streamlined workflow.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

dcai-lab icon dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2023 ๐Ÿ‘ฉ๐Ÿฝโ€๐Ÿ’ป

fastapi_course icon fastapi_course

ะ’ะฒะพะดะฝั‹ะน ะบัƒั€ั ะฟะพ ั„ั€ะตะนะผะฒะพั€ะบัƒ FastAPI ะฝะฐ YouTube

former icon former

Simple transformer implementation from scratch in pytorch.

freeplane_markdownhelper icon freeplane_markdownhelper

Markdown HelperAddOn for Freeplane is a tool to create markdown documents in a Freeplane mindmapping way. The general idea of this AddOn is to insert special nodes in your map that help to translate the information in a mindmap into a Markdown document. You obtain a good looking document retaining the flexibility that offers Freeplane and mindmappi

gpt-summarizer icon gpt-summarizer

A Python script that utilizes OpenAI's GPT-3.5-turbo model to process and summarize long-form text files.

hands-on-llms icon hands-on-llms

๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

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