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airgnn-1

allennlp

An open-source NLP research library, built on PyTorch.

awesome-graph-papers-in-biology

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

bert_binary_text_classification

Accompanying code for the Medium article

bias-on-ece-benchmark

blog.github.io

used to connected my blog

cmu11785-deep-learning

Projects on AI topics like speech recognition, face recognition, and neural machine translation + Projects on engineering my own version of PyTorch libraries and optimization methods from scratch.

coursera

All kinds of DL & NLP courses

coursera-deep-learning

Solutions to all quiz and all the programming assignments!!!

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

covid19-clinical-note-classifications

This project aims to classify whether the patient is covid-19 based on clinical notes of patients' chest X-ray or CT images.

cs231

My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++

deep-learning-coursera-1

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep_learning_for_single_cell_analysis

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

dig_indicator

ecpe_task

Emotion cause pair extraction

etk

Extraction Toolkit

fedml

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

gnnpapers

Must-read papers on graph neural networks (GNN)

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

http-parser

HTTP request/response parser for python in C

iclr2020-openreviewdata

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

indicator

it saves the indicators

introduction-to-machine-learning

This repos documents the notes and implementations of some ml algorithms with python in Course CMU-10-601 Intro to Machine Learning