Ildar's repositories

llm-twin-course

๐Ÿค– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป for ๐—ณ๐—ฟ๐—ฒ๐—ฒ how to ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ an end-to-end ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—Ÿ๐—Ÿ๐—  & ๐—ฅ๐—”๐—š ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ using ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€ best practices: ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + 11 ๐˜ฉ๐˜ข๐˜ฏ๐˜ฅ๐˜ด-๐˜ฐ๐˜ฏ ๐˜ญ๐˜ฆ๐˜ด๐˜ด๐˜ฐ๐˜ฏ๐˜ด

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nlp-training

Implementation of basic NLP algorithms

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diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

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ostep-projects

Projects for an undergraduate OS course

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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harvest

Simple and intuitive Python framework for algorithmic trading. Easily create bots to live and paper trade stocks, crypto, and options!

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clean-code-python

:bathtub: Clean Code concepts adapted for Python

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machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

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bert-finetuning-catalyst

Code for BERT classifier finetuning for multiclass text classification

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dl-course

Deep Learning with Catalyst

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reactjs-interview-questions

List of top 500 ReactJS Interview Questions & Answers....Coding exercise questions are coming soon!!

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ar-cutpaste

Cut and paste your surroundings using AR

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machine-learning-systems-design

A booklet on machine learning systems design with exercises

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deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

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koalas

Koalas: pandas API on Apache Spark

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doccano

Open source text annotation tool for machine learning practitioner.

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tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

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knockknock

๐ŸšชโœŠKnock Knock: Be notified when your training ends with only two additional lines of code

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stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison

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budgetparty

Budget Party was built to help people understand and augment a city budget for Austin. It is an interactive app that is best used in context of a "Budget Party" event.

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PoseEstimationForMobile

:dancer: Real-time single person pose estimation for Android and iOS.

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cortex

Self-hosted machine learning deployment platform

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tdl

Course "Theories of Deep Learning"

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Santander-Customer-Transaction-Prediction

68th place solution for Santander Customer Transaction Prediction Competition in Kaggle

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nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

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gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

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facial-expressions-recognition-features-extractor

An implementation of facial images features extraction procedure

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