Layne's starred repositories
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
deeplearning-models
A collection of various deep learning architectures, models, and tips
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
awesome-robotic-tooling
Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
musicinformationretrieval.com
Instructional notebooks on music information retrieval.
vision-based-robotic-grasping
Related papers and codes for vision-based robotic grasping
chinese-calendar
判断一天是不是法定节假日/法定工作日（查看节假日安排）
coding_interviews
《剑指Offer》题目汇总&常考题总结(Python实现)
YOLOv3v4-ModelCompression-MultidatasetTraining-Multibackbone
YOLO ModelCompression MultidatasetTraining
snn_toolbox
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
PyTorch-Spiking-YOLOv3
A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.
Efficient-Deep-Learning
A bag of tricks to speed up your deep learning process
cse481wi18
CSE 481C repository
handeye_calibration_with_depth_camera
hand eye calibration for depth camera with a calibration plate
RGBD-eye-in-hand-robotics-grasping
This project is a eye-in-hand RGBD-based vision system for UR-5 robotics grasping, including voice recognition, object detection and segmentation and pose estimation
RLCodebase
RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms