pengfeihepower Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

500lines

500 Lines or Less

803

842-proj

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-copyright-in-generative-ai

awesome-deep-learning-papers

The most cited deep learning papers

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

boundary-backdoor

categorical-attack

Code for probabilistic categorical attack

causal-mediation-case-study

causal-mediation-data-splitting

clrs

📚 Solutions to Introduction to Algorithms Third Edition

colossalai

Making big AI models cheaper, easier, and more scalable

concept-based-backdoor

Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning.

dash

Analytical Web Apps for Python. No JavaScript Required.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

fastai

The fastai deep learning library, plus lessons and and tutorials

generalization-attack

hidden-repre-backdoor

icl-understanding-classification

iclpoison

linear-regression-homework

llama

Inference code for LLaMA models

llm-security

Papers and resources related to the security and privacy of LLMs 🤖

machine-learning-in-action-notes

markdown-chinese-demo

针对中文,演示Markdown的各种语法

markdown_learn

multivariate-statistics-homework

I have a multivariate statistics lesson and I put all my homework here, including code and description.