TinfoilHat0's Stars
floodsung/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
krishnadey30/LeetCode-Questions-CompanyWise
Contains Company Wise Questions sorted based on Frequency and all time
khangich/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
MysteryVaibhav/leetcode_company_wise_questions
This is a repository containing the list of company wise questions available on leetcode premium
alirezadir/Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
lixin4ever/Conference-Acceptance-Rate
Acceptance rates for the major AI conferences
thunlp/PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
Atcold/NYU-DLSP21
NYU Deep Learning Spring 2021
TsingZ0/PFLlib
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 24 datasets. www.pfllib.com/
MaximeVandegar/Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
realabbas/big-companies-interview-questions
A curated list of previous asked Interview Question at Big Companies and Startups 🤲 🏆
akamaster/pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
corca-ai/awesome-llm-security
A curation of awesome tools, documents and projects about LLM Security.
SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
kennethleungty/Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects
stratosphereips/awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
kipgparker/soft-prompt-tuning
google-research/lm-extraction-benchmark
facebookresearch/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
ftramer/LM_Memorization
Training data extraction on GPT-2
mkshing/Prompt-Tuning
Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"
thunlp/Prompt-Transferability
On Transferability of Prompt Tuning for Natural Language Processing
cchoquette/membership-inference
Code for the paper: Label-Only Membership Inference Attacks
jinyuan-jia/MemGuard
intuit/sac3
Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
shreyansh26/Extracting-Training-Data-from-Large-Langauge-Models
A re-implementation of the "Extracting Training Data from Large Language Models" paper by Carlini et al., 2020
jeffhj/LM_PersonalInfoLeak
The code and data for "Are Large Pre-Trained Language Models Leaking Your Personal Information?" (Findings of EMNLP '22)
zhenglisec/Label-Only-MIA
EmreTaha/TINC
TINC (MICCAI 2022) official code