Contents
bag of tricks
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models • Mar 28, 2022
BCE
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification • Jun 10, 2021
binary cross entropy
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification • Jun 10, 2021
blurr
Multilingual Sequence Classifaction with the MBart Family • May 25, 2021
Summarization with blurr • May 23, 2020
boosting
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
categorical variables
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
classification
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models • Mar 28, 2022
collaborative filtering
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
computer vision
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models • Mar 28, 2022
A Journey Through Fastbook (AJTFB) - Chapter 6: Regression • Feb 9, 2022
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification • Jun 10, 2021
A Journey Through Fastbook (AJTFB) - Chapter 5: Multiclass classification • Jun 3, 2021
data
Finding DataBlock Nirvana with fast.ai v2 - Part 1 • Apr 11, 2020
datablock api
Finding DataBlock Nirvana with fast.ai v2 - Part 1 • Apr 11, 2020
decision trees
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
embeddings
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
fastai
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models • Mar 28, 2022
A Journey Through Fastbook (AJTFB) - Chapter 6: Regression • Feb 9, 2022
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification • Jun 10, 2021
A Journey Through Fastbook (AJTFB) - Chapter 5: Multiclass classification • Jun 3, 2021
Contributing to fastai: Setup your local development environment & submit a PR • Jun 2, 2021
Multilingual Sequence Classifaction with the MBart Family • May 25, 2021
A Journey Through Fastbook (AJTFB) - Chapter 4: Stochastic Gradient Descent • May 23, 2021
A Journey Through Fastbook (AJTFB) - Chapter 3: Data Ethics • Nov 22, 2020
A Journey Through Fastbook (AJTFB) - Chapter 2: Doing Deep Learning • Nov 16, 2020
A Journey Through Fastbook (AJTFB) - Chapter 1: The Basics of Deep Learning • Nov 6, 2020
Summarization with blurr • May 23, 2020
Finding DataBlock Nirvana with fast.ai v2 - Part 1 • Apr 11, 2020
fastbook
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models • Mar 28, 2022
A Journey Through Fastbook (AJTFB) - Chapter 6: Regression • Feb 9, 2022
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification • Jun 10, 2021
A Journey Through Fastbook (AJTFB) - Chapter 5: Multiclass classification • Jun 3, 2021
A Journey Through Fastbook (AJTFB) - Chapter 4: Stochastic Gradient Descent • May 23, 2021
A Journey Through Fastbook (AJTFB) - Chapter 3: Data Ethics • Nov 22, 2020
A Journey Through Fastbook (AJTFB) - Chapter 2: Doing Deep Learning • Nov 16, 2020
A Journey Through Fastbook (AJTFB) - Chapter 1: The Basics of Deep Learning • Nov 6, 2020
gdbt
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
github
Contributing to fastai: Setup your local development environment & submit a PR • Jun 2, 2021
huggingface
Multilingual Sequence Classifaction with the MBart Family • May 25, 2021
Summarization with blurr • May 23, 2020
jupyter
key point
A Journey Through Fastbook (AJTFB) - Chapter 6: Regression • Feb 9, 2022
latent factors
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
markdown
multi-label classification
A Journey Through Fastbook (AJTFB) - Chapter 6: Multilabel Classification • Jun 10, 2021
multiclass classification
A Journey Through Fastbook (AJTFB) - Chapter 5: Multiclass classification • Jun 3, 2021
multilingual
Multilingual Sequence Classifaction with the MBart Family • May 25, 2021
open source
Contributing to fastai: Setup your local development environment & submit a PR • Jun 2, 2021
pull requests
Contributing to fastai: Setup your local development environment & submit a PR • Jun 2, 2021
pytorch
Finding DataBlock Nirvana with fast.ai v2 - Part 1 • Apr 11, 2020
random forest
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
recommender systems
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
recsys
A Journey Through Fastbook (AJTFB) - Chapter 8: Collaborative Filtering • Mar 31, 2022
regression
A Journey Through Fastbook (AJTFB) - Chapter 6: Regression • Feb 9, 2022
sequence classification
Multilingual Sequence Classifaction with the MBart Family • May 25, 2021
structured
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
summarization
Summarization with blurr • May 23, 2020
tabular
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
techniques
A Journey Through Fastbook (AJTFB) - Chapter 7: Advanced techniques for training image classification models • Mar 28, 2022
text generation
Summarization with blurr • May 23, 2020
xgboost
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling • Apr 25, 2022
