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100-days-of-ml-code

100-Days-Of-ML-Code中文版

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bestjuly.github.io

caffe

Caffe: a fast open framework for deep learning.

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

deeplearningexamples

Deep Learning Examples

fastertransformer

Transformer related optimization, including BERT, GPT

ieice_english_tex_template

English-only tex template for IEICE conferences in Japan

iic

Official implementation of ACMMM'20 paper 'Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework'

iicv2

IICv2: Improved version of Inter-Intra Contrastive (IIC) Learning Framework

just_for_fun

use python code to do some interesting things

llcnn

nemo

NeMo: a toolkit for conversational AI

pretext-contrastive-learning

Official codes for paper "Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning".

prml

PRML algorithms implemented in Python

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

train_ssd

use single shot multibox detector(SSD) to train with your own dataset

transformerengine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

vcp

Unofficial implement of "Video cloze procedure for self-supervised spatio-temporal learning" [AAAI20]