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