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annotated_deep_learning_paper_implementations

🧑‍🏫 50! 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, ... 🧠

c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

colossalai

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

composer

train neural networks >2x faster

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

ebooks

A repository for ebooks， including C, C plus plus, Linux Kernel, Compiler, OS, Algorithm, Security, Database, Network, ML and DL

fastertransformer

Transformer related optimization, including BERT, GPT

gans-awesome-applications

Curated list of awesome GAN applications and demo

gtop

CPU, GPU and memory viewer utilizing information provided by tegrastats

hello-world

my first repository

magic-python

Python 黑魔法手册

modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

ohmyzsh

🙃 A delightful community-driven (with 2,000+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

oneflow

OneFlow is a performance-centered and open-source deep learning framework.

orjson

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

python-office

pip install python-office

pytorch-checkpoint

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

scaledyolov4

Scaled-YOLOv4: Scaling Cross Stage Partial Network

tegrastats_parser

Tool to run tegrastats and parse the obtained log file to extract useful data into a csv. It also allows for automated graph creation between values desired from the data parsed.

yolox

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/