Ildar's repositories
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 11 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
nlp-training
Implementation of basic NLP algorithms
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
ostep-projects
Projects for an undergraduate OS course
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
harvest
Simple and intuitive Python framework for algorithmic trading. Easily create bots to live and paper trade stocks, crypto, and options!
clean-code-python
:bathtub: Clean Code concepts adapted for Python
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
bert-finetuning-catalyst
Code for BERT classifier finetuning for multiclass text classification
dl-course
Deep Learning with Catalyst
reactjs-interview-questions
List of top 500 ReactJS Interview Questions & Answers....Coding exercise questions are coming soon!!
ar-cutpaste
Cut and paste your surroundings using AR
machine-learning-systems-design
A booklet on machine learning systems design with exercises
deploying-machine-learning-models
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
koalas
Koalas: pandas API on Apache Spark
doccano
Open source text annotation tool for machine learning practitioner.
tf-pose-estimation
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.
knockknock
๐ชโKnock Knock: Be notified when your training ends with only two additional lines of code
stat479-machine-learning-fs19
Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison
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.
PoseEstimationForMobile
:dancer: Real-time single person pose estimation for Android and iOS.
cortex
Self-hosted machine learning deployment platform
tdl
Course "Theories of Deep Learning"
Santander-Customer-Transaction-Prediction
68th place solution for Santander Customer Transaction Prediction Competition in Kaggle
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
facial-expressions-recognition-features-extractor
An implementation of facial images features extraction procedure