An ultra-simplified explanation to design patterns

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

A complete computer science study plan to become a software engineer.

🦆 Batch data pipeline with Airflow, DuckDB, Delta Lake, Trino, MinIO, and Metabase. Full observability and data quality.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

A Compiler Writing Journey

Fast stable diffusion on CPU and AI PC

All Stanford Cheatsheets: Artificial Intelligence, Transformers, LLMs, Deep Learning, Machine Learning, Probabilities, Statistics, Algebra and Calculus.

A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

This repository contains details of the release of the Prithvi-EO-2.0 foundation model.

Code for Sat2Cap model (Earthvision Best Paper Award)

Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series

LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

An easy way to apply LoRA to CLIP. Implementation of the paper "Low-Rank Few-Shot Adaptation of Vision-Language Models" (CLIP-LoRA) [CVPRW 2024].

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Models and examples built with TensorFlow

Godot Engine – Multi-platform 2D and 3D game engine

Minecraft, but I made it in 48 hours.

Taking voice conversations to the moon 🚀

Highly customizable notification snackbars (toasts) that can be stacked on top of each other

Training an AI to play Snake using Genetic Algorithm and Artificial Neural Network

Dead simple Object schema validation

A collective list of free APIs