tmquan

LLMs-from-scratch

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

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

localGPT

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

pandas-ai

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.

rich-text-to-image

Rich-Text-to-Image Generation

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

BlenderGPT

Use commands in English to control Blender with OpenAI's GPT-4

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

stable-diffusion-deploy

Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.

HousesAndBoats

A Toy Dataset To Explore Capsule Networks

streamlit-label-studio-frontend

A Streamlit component integrating Label Studio Frontend in Streamlit applications

samila

Generative Art Generator

40-Algorithms-Every-Programmer-Should-Know

40 Algorithms Every Programmer Should Know, published by Packt

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

multidim-positional-encoding

An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow

PositionalEncoding2D

A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.

ICCV2019-LearningToPaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

hetero13

instance-segmentation-with-discriminative-loss-tensorflow

Tensorflow implementation of "Semantic Instance Segmentation with a Discriminative Loss Function"

Augmentor

Image augmentation library in Python for machine learning.