vincenttzc
vincenttzc
/ trainer_train_predict.py
Last active
April 26, 2024 08:29
Huggingface Trainer train and predict
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stderr", | |
| "output_type": "stream", |
vincenttzc
/ gist:7b8d03095a3c0439cd7e7661f9593984
Created
October 25, 2017 01:33
ECON207 HW 3 & 4 Tan Zhi Chong
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ |
vincenttzc
/ ECON207 Assignment 1 (Part2)
Created
September 15, 2017 00:58
ECON207 Assignment 1 (Part2)
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "metadata": { | |
| "collapsed": true | |
| }, | |
| "outputs": [], | |
| "source": [ |