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lkk's Projects

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SOTA Weight-only Quantization Algorithm for LLMs

awesomemrc icon awesomemrc

This repo is our research summary and playground for MRC. More features are coming.

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

chinesenmt icon chinesenmt

ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

distiller icon distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dive-into-dl-tensorflow2.0 icon dive-into-dl-tensorflow2.0

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可

electra_pytorch icon electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

flashtorch icon flashtorch

Visualization toolkit for neural networks in PyTorch - towards explainable and interpretable AI!

geophysics icon geophysics

FD/RTM/FWI/TOMO/RayTracing, ISO/VTI/TTI, su/segy/sgy, C/C++/java, MPCH/OpenMPI/OpenMP/CUDA/, CWP/Madagascar

gpt2-newstitle icon gpt2-newstitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

gpt2sqa icon gpt2sqa

Fine-tuning GPT-2 Small for Question Answering

just-code icon just-code

Just Code ! 针对面试训练算法题, 目前包括字节跳动面试题、 LeetCode 和剑指 offer ,持续扩容中 :star:

keras-yolo2 icon keras-yolo2

A YOLOv2 model to detect helmets and persons with/without helmets.

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

machine-learning-notes icon machine-learning-notes

This project is about machine learning, deep learning, data mining notes and relevant papers introduction.

ml-from-scratch icon ml-from-scratch

机器学习算法 基于西瓜书以及《统计学习方法》,当然包括DL。

mvision icon mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

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