LSTM, RNN and GRU implementations using Pytorch

The repository to showcase the best framework for tabular data - the Awesome CatBoost

Quantitative analysis, strategies and backtests

🧠 A study guide to learn about Transformers

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Tra…

Learn ML engineering for free in 4 months!

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.

Hands-On Optimization with Python

Machine Learning Resources, Practice and Research

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

LLM Finetuning with peft

Resources for education in statistics and machine learning: from advanced undergraduate to research level

A resource to help you become good at work 👇

Learn System Design concepts and prepare for interviews using free resources.

Machine Learning Engineering Open Book

Friendly link to all of my medium articles

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Course notes for CS224N Winter17

Collection of google colaboratory notebooks for fast and easy experiments

A curated list of references for MLOps

100 Must-Read NLP Papers

A curated list of awesome Deep Learning (DL) for Natural Language Processing (NLP) resources

Introduction to Machine Learning Systems

A curated list of gradient boosting research papers with implementations.

Compendium of free ML reading resources