Index page

ARTICLES

• Parallelizing functions in Python explained: December 2021
  Take any function operating on inputs -> Parallelize it
• Data Augmentation: September 2021
  Data Augmentation techniques for computer vision
• How to read technical papers - A crash course: August 2021
  how to read a deep learning paper easily
• Easy Python reqs: August 2021
  quickly generate python requirements
• More Deep Learning, Less Crying - A guide: March 2021
  Guide to make DL less messy
• Super resolution: October 2020
  Super Resolution
• Federated Learning: October 2020
  federated learning blog
• Taking Batchnorm For Granted: October 2020
  not taking batchnorm for granted
• A murder mystery and Adversarial attack: September 2020
  adversarial attack on networks
• Pruning: September 2020
  pruning
• Documentation using Documenter.jl: September 2020
  How to use it. [Note this is probably outdated]
• Dataset Bindings: September 2020
  Creating bindings [Archived]
• DCGAN: August 2020
  GANs using Flux
• Differentiable Programming: August 2020
  A summary
• Compositional Pattern Producing Networks: August 2020
  CPPNs in Flux
• VGG: August 2020
  In flux
• Optimizers: July 2020
  Optimizers using Julia
• Simple conv with Flux: July 2020
  [Archived]
• VAE: July 2020
  VAE in Julia
• Backprop: July 2020
  [Archived]
• Low Poly: July 2020
  convert a video to low poly using Julia
• Universal Approximation theorem: July 2020
  UAT
• Image Preprocessing: July 2020
  IP in Julia
• fastai Book: July 2020
  What I liked in the book
• Pooling layers: July 2020
  This is not accurate and a post will be made later[Archived]
• My life is a lie + Even faster conv: July 2020
  CorrNet
• Mandelbrot set: July 2020
  Using Julia
• Action recognition part 1: July 2020
  Action recognition using pytorch P1
• Endangered Species: July 2020
  Style transfer tutorial
• Padding:
  [Archived]
• Faster and more general conv:
  [Archived]
• Image kernels: July 2020
  In Julia
• Basic Convolution: July 2020
  Basic conv in julia
• Loss Functions: June 2020
  In Julia
• latex from code: June 2020
  Using Julia and Latexify
• Implementing Papers: June 2020
  A repository for papers
• 100PageMlblook: June 2020
  Summary of the book
• SGD: June 2020
  SGD in Julia
• Batching: June 2020
  Batching in Julia
• Initialization: June 2020
  Intialization techniques
• Linear Model: June 2020
  In Julia
• Activation functions: June 2020
  In Julia
• swish: June 2020
  paper notes
• Bag Of Tricks: June 2020
  paper notes
• WGAN: June 2020
  Paper notes
• VGG net: June 2020
  paper notes
• VAE (Auto-Encoding Variational Bayes): June 2020
  paper notes
• Unets: June 2020
  paper notes
• Thinking machines - Turing (Just notes): June 2020
  paper notes
• Super Resolution using Sub Pixel Convolutions: June 2020
  paper notes
• Squeeze Net: June 2020
  paper notes
• Spatial Transformer Networks: June 2020
  paper notes
• SRCNN: June 2020
  paper notes
• What is the state of pruning: June 2020
  paper notes
• Perceptual Loss: June 2020
  paper notes
• One cycle paper: June 2020
  paper notes
• NVAE (WIP): June 2020
  paper notes
• A disciplined approach to neural network hyper-parameters: June 2020
  paper notes
• Mobile Net: June 2020
  paper notes
• LightSeg (only notes for now): June 2020
  paper notes
• HRNet (WIP): June 2020
  paper notes
• GoogLe Net: June 2020
  paper notes
• Focal Loss: June 2020
  paper notes
• Google Keyboard Federated Learning(Notes only. refer to [35] for code): June 2020
  paper notes
• Federated Learning (original paper): June 2020
  paper notes
• Dropout (Just notes): June 2020
  paper notes
• Semantic segmentation DeepLab: June 2020
  paper notes
• Inceptionism (Google Deep Dream): June 2020
  paper notes
• DRL and neuroscience (Just notes: June 2020
  paper notes
• DC GAN: June 2020
  paper notes
• Computational Limits (Just notes): June 2020
  paper notes
• Class Imbalance Problem: June 2020
  paper notes
• Alex Net: June 2020
  paper notes
• Oversample and Split: June 2020
  Oversampling in Julia [Archived]
• notebook2script: June 2020
  Notebook2script in Julia
• Dataloader: June 2020
  A start [Archived]