yinbing668

wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Gradient-based-Sample-Selection

Maximally_Interfered_Retrieval

Codebase for "Online Continual Learning with Maximally Interfered Retrieval"

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

spurious_feature_learning

LfF

Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)

BooVAE

Code repository of the paper "BooVAE: Boosting Approach for Continual Learning of VAE" published at NeurIPS 2021. https://arxiv.org/abs/1908.11853

awesome-online-machine-learning

:bookmark_tabs: Online machine learning resources

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

language-model-plasticity

Official code for the paper Improving Language Plasticity via Pretraining with Active Forgetting, NeurIPS 2023

MIT6.438-Probabilistic-Graphical-Models

MIT Fall 2020 EECS 6.438 Algorithms for Inference (Professors Devavrat Shah and Caroline Uhler)

diffusion-visualizations

Visualizations of the theory behind diffusion models.

2022-Machine-Learning-Specialization

R-GAP

R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]

Pillow

Python Imaging Library (Fork)

federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

stream-lib

Stream summarizer and cardinality estimator.

CS6208_2023

Advanced Topics in Artificial Intelligence, NUS CS6208, 2023

v2rayA

A web GUI client of Project V which supports VMess, VLESS, SS, SSR, Trojan, Tuic and Juicity protocols. 🚀

yacs

YACS -- Yet Another Configuration System

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

PytorchGeometricTutorial

Pytorch Geometric Tutorials

opacus

Training PyTorch models with differential privacy

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

stat-ml-edu

Resources for education in statistics and machine learning: from advanced undergraduate to research level

speechbrain

A PyTorch-based Speech Toolkit

minbert-assignment

Minimalist BERT implementation assignment for CS11-711

MathematicalEngineeringDeepLearning

Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org

mlx

MLX: An array framework for Apple silicon

float8_experimental

This repository contains the experimental PyTorch native float8 training UX