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Yan Kang's Projects

awesome-rnn icon awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

cs231 icon cs231

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

deep-learning-study icon deep-learning-study

Deep learning (DL) materials collected from various sources including Udacity, Coursera, Udemy and many others. I also add my comments, notes and code for various DL topics. The main DL frameworks that I use for coding are Tensorflow, Kears and Theano. I will continue adding more materials and revising existing ones. I will also reorganize this repository if necessary.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

eaot icon eaot

The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"

fate icon fate

An Open Source Secure Computing Framework to support the Federated AI ecosystem

fuxi-textprocessing icon fuxi-textprocessing

Utility for text processing, mainly for tokenizing text and computing similarity between two collection of words in many different ways .

fuxi-webcrawler icon fuxi-webcrawler

Project that crawls web pages and extracts (particularly manufacturing) data from web pages. The data are extracted mainly based on HTML structure (e.g., list, table, paragraph).

instancevalidationplatform icon instancevalidationplatform

This Instance Validation Platform (IVP) aims to help user to validate the annotated instances and make necessary corrections

keras icon keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

mirror-sample icon mirror-sample

Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment

notebooks icon notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

ontologymatcher icon ontologymatcher

The Ontology Matcher aims to match entities from two different OWL-based ontologies and provides untilities to query data (i.e., instances)) of the matched (or aligned) ontologies. This ontology matcher is still under construction

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