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adaptive_gd

Adaptive gradient descent without descent

adavfl

ai

Topics Related to AI, ML, DP, DM and others

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

ai_books

Books related to Artificial Intelligence, Machine Learning, Deep Learning and Neural Networks

ai_technical_papers

Papers about algorithms related to the field of AI, Machine Learning, Deep Learning and Neural Networks

algorithmic-pseudocode

This repository contains the pseudocode(pdf) of various algorithms and data structures necessary for Interview Preparation and Competitive Coding

algorithms-by-python

analytics_facebook_biettheeodilam

Final project in Data processing programming in python

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

best-leetcode-resources

This repository contains LeetCode resources for technical coding interviews.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bmfl

BM-FL: A Balanced Weight Strategy for Multi-stage Federated Learning Against Multi-client Data Skewing

coding-interview-university

A complete computer science study plan to become a software engineer.

complete-system-design

This repository contains everything you need to become proficient in System Design

coursera_python_programming

The source code and exercise of this course

cs50

CS50's Web Programming with Python and Javascript 2020

cvae-gan-zoos-pytorch-beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data-science-projects

DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.

deep-learning-activity-recognition

A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)

deep-reinforcement-learning-with-python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

differential-privacy-based-federated-learning

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )

differential-privacy-federated-learning

Curated notebooks on how to train neural networks using differential privacy and federated learning.

dpfedmeta

code for paper 'Squeezing More Utility via Adaptive Clipping on Deferentially Private Gradients in Federated Meta-Learning' ACSAC 2022

elementary-math-solving-zalo-ai-2023

Baseline for ZaloAI Challenge 2023 Elementary Math Solving

face_recognition

The world's simplest facial recognition api for Python and the command line

fedavg

PyTorch implementation of federated learning on MNIST

fedavg-2

fedavg-numpy-pytorch-tff

Three implementations of FedAvg: numpy, pytorch and tensorflow federated.