datalass1/fastai

Issues

• Lesson 7: Resnets from scratch; U-net; Generative (adversarial) networks

  #37 opened 5 years ago by datalass1
  1

• Lesson 6 - Regularization; Convolutions; Data ethics

  #36 opened 5 years ago by datalass1
  1

• https://ml-cheatsheet.readthedocs.io/en/latest/loss_functions.html

  #35 opened 6 years ago by datalass1
  0

• Lesson 5: Back propagation; Accelerated SGD; Neural net from scratch

  #29 opened 6 years ago by datalass1
  2

• Learning lunch papers

  #34 opened 6 years ago by datalass1
  0

• Lesson 4: NLP; Tabular data; Collaborative filtering; Embeddings

  #27 opened 6 years ago by datalass1
  1

• Install jupyter extension for collapsible sections

  #33 opened 6 years ago by datalass1
  0

• Embeddings paper for tabular data

  #32 opened 6 years ago by datalass1
  0

• PyTorch - getting started

  #31 opened 6 years ago by datalass1
  0

• Lesson 2: Data cleaning and production; SGD from scratch

  #21 opened 6 years ago by datalass1
  1

• Read the Deep Learning Book

  #30 opened 6 years ago by datalass1
  0

• Look at tips for downloading image dataset

  #22 opened 6 years ago by datalass1
  1

• Lesson 3: Data blocks; Multi-label classification; Segmentation

  #24 opened 6 years ago by datalass1
  3

• Google Chrome

  #25 opened 6 years ago by datalass1
  0

• Google Cloud Platform

  #18 opened 6 years ago by datalass1
  3

• Linear Algebra with Dr Rachel Thomas

  #23 opened 6 years ago by datalass1
  0

• ssh keys for GitHub and scp to GCP

  #20 opened 6 years ago by datalass1
  1

• Lesson 1: Image classification

  #19 opened 6 years ago by datalass1
  3

• In next model using a Kaggle dataset upload results to Kaggle

  #13 opened 6 years ago by datalass1
  1

• lesson-3 homework to work on kaggle competitions for Imagery data and Structured data

  #17 opened 6 years ago by datalass1
  4

• set up cloud GPU

  #2 opened 6 years ago by datalass1
  3

• Look at more resources to understand CNNs

  #14 opened 6 years ago by datalass1
  2

• 3-Improving your Image Classifier

  #12 opened 6 years ago by datalass1
  1

• lesson 3 articles and research to read

  #11 opened 6 years ago by datalass1
  4

• lesson 2 - Read cyclical learning rates for training neural networks

  #9 opened 6 years ago by datalass1
  1

• ML1 - Random Forest Deep Dive Lesson 2

  #16 opened 6 years ago by datalass1
  0

• 2 - Convolutional Neural Networks

  #7 opened 6 years ago by datalass1
  1

• lesson 2 practice with a kaggle dataset

  #8 opened 6 years ago by datalass1
  1

• git code from fastai to my personal github

  #4 opened 6 years ago by datalass1
  1

• truncated notebooks and testing new laptops

  #10 opened 6 years ago by datalass1
  0

• test lesson 1 code on my own imagery

  #3 opened 6 years ago by datalass1
  2

• lesson 1 code review

  #5 opened 6 years ago by datalass1
  1

• machine learning lesson 1: random forest

  #6 opened 6 years ago by datalass1
  1

• 1—recognising cats and dogs

  #1 opened 6 years ago by datalass1
  3