kohlivrinda

kohlivrinda's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python283k47.3k

• MaximeVandegar/Papers-in-100-Lines-of-Code

  Implementation of papers in 100 lines of code.

  Language:Python1.4k147

• huggingface/smol-course

  A course on aligning smol models.

  Language:Jupyter Notebook3.6k1.1k

• scaleoutsystems/fedn

  FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.

  Language:Python14636

• gubertoli/syftbox-netflix

  Language:Python34

• mit-han-lab/dlg

  [NeurIPS 2019] Deep Leakage From Gradients

  Language:Python419107

• OpenMined/30DaysOfFLCode

  Official Repo for the 30DaysOfFLCode Challenge Initiative

  6554

• leriomaggio/privacy-preserving-data-science

  Course Material for the Tutorial on Privacy Enhancing Technologies and PPML

  Language:Jupyter Notebook123

• Princeton-SysML/GradAttack

  GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.

  Language:Python18538

• guipsamora/pandas_exercises

  Practice your pandas skills!

  Language:Jupyter Notebook11k8.3k

• ajcr/100-pandas-puzzles

  100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

  Language:Jupyter Notebook2.6k3k

• keyvanakbary/learning-notes

  Notes on books I read, talks I watch, articles I study, and papers I love

  Language:SCSS5.6k1.2k

• srush/GPU-Puzzles

  Solve puzzles. Learn CUDA.

  Language:Jupyter Notebook10.2k965

• edbeeching/godot_rl_agents

  An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agents

  Language:Python1k71

• hdmamin/stormlight

  Stormlight Archive-themed data science app. Users can generate stormlight-esque text, explore how sentiment rises and falls throughout each book, and count occurrences of any word.

  Language:Jupyter Notebook2

• 17thshard/roshar-map

  An interactive map and timeline of Roshar, the planet that Brandon Sanderson's Stormlight Archive takes place on.

  Language:Vue9326

• AshwinRJ/Face-Generation-from-Voice

  VoiceGAN - Hallucinating Faces from Voices

  Language:Jupyter Notebook7

• alirezadir/Machine-Learning-Interviews

  This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

  Language:Jupyter Notebook5.1k895

• eth-sri/tableak

  TabLeak: Tabular Data Leakage in Federated Learning

  Language:Python142

• karanpratapsingh/system-design

  Learn how to design systems at scale and prepare for system design interviews

  33.6k3.7k

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  30.7k1.7k

• uber-archive/sql-differential-privacy

  Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.

  Language:Scala39672

• schneiderkamplab/syntheval

  Software for evaluating the quality of synthetic data compared with real data.

  Language:Python133

• sdv-dev/SDV

  Synthetic data generation for tabular data

  Language:Python2.4k321

• dabeaz/generators

  Generator Tricks for Systems Programmers (Tutorial)

  43197

• leomaurodesenv/game-datasets

  :video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games

  77050

• Snarp/magnus_archives_transcripts

  Lazy Jekyll site of transcripts of episodes of the podcast The Magnus Archives.

  Language:Ruby3138

• AhmedSalem2/ML-Leaks

  Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"

  Language:Python8218

• gpu-mode/lectures

  Material for gpu-mode lectures

  Language:Jupyter Notebook3.3k336

• shrebox/Privacy-Attacks-in-Machine-Learning

  Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.

  Language:Python577