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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

big-agi

💬 Personal AI application powered by GPT-4 and beyond, with AI personas, AGI functions, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy and gift #big-AGI-energy! Using Next.js, React, Joy.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

client

Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.

comprehensive-rust

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

cte-dataset

CTE: Contextualized Table Extraction Dataset

dali_backend

The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

egos-2000

Envision a future where every student can read all the code of a teaching operating system.

fastertransformer_backend

flare

Forward-Looking Active REtrieval-augmented generation (FLARE)

gnn-tableextraction

Code for ICPR2022 paper: "Graph Neural Networks and Representation Embedding for table extraction in PDF Documents"

huginn

Create agents that monitor and act on your behalf. Your agents are standing by!

jina

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

linux-insides

A little bit about a linux kernel

llm-finetuning

LLM Finetuning with peft

llms-from-scratch

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

low-level-design-primer

Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.

manim

Animation engine for explanatory math videos

openbbterminal

Investment Research for Everyone, Anywhere.

python_backend

Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

shap-e

Generate 3D objects conditioned on text or images

table-detection-structure-recognition

https://arxiv.org/abs/2211.08469

the-algorithm

Source code for Twitter's Recommendation Algorithm

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities