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gpu-arch-microbenchmark

Dissecting NVIDIA GPU Architecture

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

incubator-tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

interview

📚 C/C++面试知识总结

interview-notebook

:books: 技术面试需要掌握的基础知识整理

leetcode

My leetcode programming exercise repository

minkowskiengine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

mlalgorithms

Minimal and clean examples of machine learning algorithms

mmdetection

Open MMLab Detection Toolbox and Benchmark

muduo

Event-driven network library for multi-threaded Linux server in C++11

netron

Visualizer for neural network, deep learning and machine learning models

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.

notes

Markdown Notes

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

paperlist

papers related to my P.h.D work

papers

Summaries of machine learning papers

pdfs

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

polycnn

End-to-End Learning of Polygons for Remote Sensing Image Classification

project-based-learning

Curated list of project-based tutorials

python-books

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

report

collection of my assignment reports of my master study in TU Delft

sdk

sgi-stl

剖析 STL 是一种享受的过程！

stanford-compilers-coursework

This is a repository of coursework project for the Stanford Compilers MOOC course. The result is a fully-working compiler for the COOL Programming Language.

stlbookreading

sunlex0717.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

tensorflow-cmake

TensorFlow examples in C, C++, Go and Python without bazel but with cmake and FindTensorFlow.cmake