Tim Lee (@timdavidlee)
github

timdavidlee

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

learning-deep

All my deep learning notes: contains v1 of machine learning with Jeremy Howard, and v1 of Fastai Deep Learning 2018 part 1
Jupyter Notebook
67
star
2

fastai_dl2019p2

Deep Learning Part 2, 2019 edition - transcriptions, screenshots and notebooks
Jupyter Notebook
10
star
3

fast_dl2

fast.ai dl2 notes, Topics: Object Detection, Language Models, Image Segmentation
Jupyter Notebook
8
star
4

fastai2022p2

Lecture notes + setup stuff for 2022's fastai part 2 course, stable diffusion
Shell
3
star
5

docker-fastai

Docker images for fastai library
Dockerfile
3
star
6

EmbeddingCatNet

Example of Training Embeddings for Categorical Variables. Use NN to create N-dim embeddings, then use vectors for Gradient Boosting
Jupyter Notebook
3
star
7

DistillingTree

Implementation of paper on distilling Neural Networks into decision trees. MNIST images classified by a decision tree of 1-layer NN per node. Accuracy up to 95%
Jupyter Notebook
3
star
8

ds-interview-prep

interview questions & collection of materials
Jupyter Notebook
2
star
9

layeredlearning

Collection of my tutorials on Deep Learning Topics
Jupyter Notebook
1
star
10

sf-parking-ml

Designing a parking prediction ML model based on sparse manual observational data
Jupyter Notebook
1
star
11

windy-potato

a collection of python + dataframe beginner lessons
1
star