vincenttzc
vincenttzc
/ trainer_train_predict.py
Last active
April 26, 2024 08:29
Huggingface Trainer train and predict
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| import numpy as np | |
| import pandas as pd | |
| from sklearn.model_selection import train_test_split | |
| from sklearn.metrics import accuracy_score, recall_score, precision_score, f1_score | |
| import torch | |
| from transformers import TrainingArguments, Trainer | |
| from transformers import BertTokenizer, BertForSequenceClassification | |
| from transformers import EarlyStoppingCallback | |
vincenttzc
/ gist:f427d8282e3f1684260c31e798cdf20c
Created
November 11, 2017 10:01
RE Proj - Polyclinic with Age Dummy
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| { | |
| "cells": [ | |
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| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", |
vincenttzc
/ gist:418fc5f35f936b51793f461d331d0cca
Created
November 11, 2017 10:00
RE Project - Hospital with Age Dummy
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", |
vincenttzc
/ gist:add4d9059034dddd498e16b8d61ad1bd
Created
November 4, 2017 08:24
Real Estate Project - Polyclinic
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", |
vincenttzc
/ gist:12364c1e4a8bc1cfe6128e0ac8c654b5
Last active
October 26, 2017 15:12
Real Estate Project Regressions
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
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| "output_type": "stream", |
vincenttzc
/ gist:7b8d03095a3c0439cd7e7661f9593984
Created
October 25, 2017 01:33
ECON207 HW 3 & 4 Tan Zhi Chong
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ |
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
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| "source": [ |
vincenttzc
/ ECON207 Assignment 1 (Part2)
Created
September 15, 2017 00:58
ECON207 Assignment 1 (Part2)
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ |