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100-interview-for-deeplearning-learning

百面深度学习常见问题以及解答

algorithm_frombilibili

《B站-青岛大学-王卓老师-数据结构与算法基础》自学心得、笔记（C++语言实现）

algorithms-book--python

Python implementations of the book "Algorithms - Dasgupta, Papadimitriou and Vazurani"

algorithms-collection-python

Collection of Algorithms implemented in Python

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

cpython

The Python programming language

deeplearning

nlp相关的模型解析

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

former

Simple transformer implementation from scratch in pytorch.

gnu-stl

C++中STL库源码解析

image-classification-using-vision-transformer

Image Classification Using Vision transformer from Scractch

learningnote

C++和Linux学习笔记

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

mamba-notes

Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

materials

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

mlofandrew-ng

吴恩达机器学习课程的讲义，欢迎大家一起学习

nlp

nlp-engineering

专注于Python/C++/CUDA、ML/DL/RL和NLP/KG领域的技术分享(nlp相关的算法模型分析分享)

nlp01

自然语言相关模型算法

onnxruntime-inference-examples

Examples for using ONNX Runtime for machine learning inferencing.

pytorch

Deep Learning Zero to All - Pytorch

pytorch-ddpm

Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch

pytorch-llama

LLaMA 2 implemented from scratch in PyTorch

pytorch-lora

LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch

pytorch-stable-diffusion

Stable Diffusion implemented from scratch in PyTorch

pytorch-transformer

Attention is all you need implementation

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

transformer-from-scratch-notes

Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)

yolov3_gluoncv_mxnet

MXNet的一个开源项目gluoncv里的yolov3代码，写了一份中文注解