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James Chang's Projects

faster_rcnn_cplusplus icon faster_rcnn_cplusplus

C++ inference interface against the object detection neural networks trained with Faster R-CNN.

fastfood icon fastfood

Fastfood algorithm implementation in python, with application to SVM and MLP

fastformer-pytorch icon fastformer-pytorch

Unofficial PyTorch implementation of Fastformer based on paper "Fastformer: Additive Attention Can Be All You Need"."

fastr icon fastr

An alternative implementation of the R language, based on the Truffle framework.

fasttext icon fasttext

Library for fast text representation and classification.

fb-caffe-exts icon fb-caffe-exts

Some handy utility libraries and tools for the Caffe deep learning framework.

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

fda-analysis icon fda-analysis

Scraping and analysis of the (now retired) Drugs@FDA site - with scrapy and pandas

fdboost icon fdboost

Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).

featurehub icon featurehub

A new paradigm for collaborative feature engineering

featureselector icon featureselector

Feature selector is a tool for dimensionality reduction of machine learning datasets.

featuretools icon featuretools

An open source python library for automated feature engineering

feltor icon feltor

Numerical methods for edge and scrape-off layer blob and turbulence simulations. Homepage:

few-shot-kg2text icon few-shot-kg2text

Source for the ACL 2021 Findings paper "Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models"

fewrel icon fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

ffbase icon ffbase

Basic (statistical) functionality for R package ff

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