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castrol68's Projects

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

px-ntk-pruning icon px-ntk-pruning

Official repository of our work "Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning" accepted at CVPR 2024

py4fi icon py4fi

Python for Finance (O'Reilly)

pythonds icon pythonds

Problem Solving with Algorithms and Data Structures using Python

qasystemonmedicalkg icon qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

qlora icon qlora

QLoRA: Efficient Finetuning of Quantized LLMs

reinforcement_learning_basic_book icon reinforcement_learning_basic_book

这是一个学习强化学习基础原理的仓库,主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代码

repvit icon repvit

RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rwkv-lm icon rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

saliency-tensorflow2 icon saliency-tensorflow2

🔦 Saliency maps implemented in TensorFlow 2 - SmoothGrad, GradCAM, Integrated Gradients, Guided Backprop and other methods.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

seq2seq icon seq2seq

基于Pytorch的中文聊天机器人 集成BeamSearch算法

sfod icon sfod

This is the official implementation of the 'SFOD: Spiking Fusion Object Detection'.

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