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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, and more with your permission every step of the way.
This repository collects all relevant resources about interpretability in LLMs
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
llama3 implementation one matrix multiplication at a time
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Learn System Design concepts and prepare for interviews using free resources.
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
🦜🔗 Build context-aware reasoning applications
A playbook for systematically maximizing the performance of deep learning models.
University of Aberdeen HPC Cluster User Guides
Code for the paper "Evaluating Large Language Models Trained on Code"
Cross-platform, customizable ML solutions for live and streaming media.
This is the repo for my experiments with StyleGAN2. There are many like it, but this one is mine. Contains code for the paper Audio-reactive Latent Interpolations with StyleGAN.
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.