xmfbit's Projects
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
Programming code repo of coursera open course "Algorithm Design and Analysis", provided by Stanford University
Algorithms & Data Structures in C++
Baipiao from Github
Caffe: a fast open framework for deep learning.
End-to-end captcha image recognition using PyTorch and CTC loss binding.
:notebook:Solutions to Introduction to Algorithms
中文的C++ Template的教学指南。与知名书籍C++ Templates不同,该系列教程将C++ Templates作为一门图灵完备的语言来讲授,以求帮助读者对Meta-Programming融会贯通。(正在施工中)
List of Computer Science courses with video lectures.
Repository for Stanford CS231n: Convolutional Neural Networks for Visual Recognition.
move forward to https://github.com/dmlc/mxnet
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Running BERT without Padding
Transformer related optimization, including BERT, GPT
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
:books: Freely available programming books
通过 MXNet / Gluon 来动手学习深度学习
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
a simple greedysnake game in Ubuntu, controlled by keyboard.
An example about how to use gtest in Visual Studio environment with CMake.
IPython notebooks collection, mainly about DL, CV and robotics.
从零开始的 JSON 库教程
Leetcode Solution
A Pythonic framework to simplify AI service building
This project contain some machine learning algrithm demo.Maybe the code is also useful to you.
My Notes on Machine Learning
计算机视觉课程设计作业,检测图像中的行人目标并跟踪。
Assistant for podcasts