Starred repositories
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers.
Learn the skills required to sysadmin a remote Linux server from the commandline.
My lecture notes on the NLP series provided by Stanford.
This is a deep learning model used to predict the captions for images
The official code repository for SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement
Build Real-Time Knowledge Graphs for AI Agents
Standard and Advanced Demos for learn.cantrill.io courses
A curated list of engineering blogs
๐ซ๐๐๐๐, ๐ฉ๐พ๐๐๐๐๐, ๐ ๐ถ๐ฒ, ๐ฒ๐ฑ๐ค, ๐ฏ๐๐๐๐พ๐๐๐พ๐๐, ๐ฃ๐๐ผ๐๐พ๐, ๐ฏ๐๐๐๐๐, ๐ ๐๐๐๐ป๐ ๐พ, ๐ฆ๐๐, ๐ช๐๐ป๐พ๐๐๐พ๐๐พ๐, ๐ณ๐พ๐๐๐บ๐ฟ๐๐๐, ๐ฎ๐๐พ๐๐ฒ๐๐บ๐ผ๐, ๐ฒ๐ฐ๐ซ, ๐ญ๐๐ฒ๐ฐ๐ซ, ๐ ๐๐๐๐พ, ๐ฆ๐ข๐ฏ, ๐ฃ๐ญ๐ฒ, ๐ค๐ ๐บ๐๐๐๐ผ, ๐ญ๐พ๐๐๐๐๐, ๐ต๐๐๐๐๐บ๐ ๐๐๐บ๐๐๐๐. ๐ฃ๐พ๐๐ฎ๐๐ ๐จ๐๐๐พ๐๐๐๐พ๐ ๐ฐ๐๐พ๐๐๐๐๐๐
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Up-to-date version of labs for ISLP
12 Lessons to Get Started Building AI Agents
Fast and flexible memory for agents and AI applications using Redis
๐ฅ๐ฅ Open-sourced unified customization model
A simple yet powerful agent framework that delivers with open-source models
On the Theoretical Limitations of Embedding-Based Retrieval
Learn ML engineering for free in 4 months! Register here ๐๐ผ
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
A collection of scripts and notebooks to help you get started quickly.
List of Data Science Competition Platforms
Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.
OpenTelemetry backend in a Docker image