Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

List of references and online resources related to data science, machine learning and deep learning.

This repository contains low level design resources to improve coding skills and prepare for interviews.

A resource for learning about Machine learning & Deep Learning

😎 A curated list of awesome MLOps tools

Data augmentation tool for images

Image augmentation library in Python for machine learning.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

📔 A LaTeX template for TUM Bachelor/Master theses.

Source code for Twitter's Recommendation Algorithm

Source code for Twitter's Recommendation Algorithm

PyTorch Tutorial for Deep Learning Researchers

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

A resource repository for 3D machine learning

Learn how to design systems at scale and prepare for system design interviews

3D projects

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

This is a background removing tool powered by InSPyReNet (ACCV 2022)

Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV2022)

A simple, fully convolutional model for real-time instance segmentation.

Python application for fast interactive image cropping

A Faster RCNN Object Detection Pipeline for custom datasets using PyTorch.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.