Anand Saha's repositories
pytorch.cyclic.learning.rate
Using the CLR algorithm for training (https://arxiv.org/abs/1506.01186)
nips.cocob.pytorch
PyTorch implementation of the NIPS'17 paper Training Deep Networks without Learning Rates Through Coin Betting.
rl.capstone
My Udacity Machine Learning Nanodegree capstone project in Reinforcement Learning
fastai.part1.v2
The fast.ai deep learning library, lessons, and tutorials
fastai.pytorch.from.scratch
I am implementing from scratch the tools, techniques and best practices I learnt from fast.ai's 2017 offering.
fashion.net
A model to train on http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
flytbase.object.detection.counting
AI Platform for various use cases, with POC for object detection and counting
udacity-ai-nanodegree
My projects from Udacity's Artificial Intelligence Nanodegree
algo.ds.interview.lab
Problem solving in Algorithms & Data Structures
Deep-learning-with-PyTorch-video
Deep learning with PyTorch, published by Packt
paper.summaries
Summary of papers I have read/plan to read, and summarise (Work In Progress)
pytorch.handson
Getting hands dirty with PyTorch
adamw.paper.impl
Implementation of the paper "Fixing Weight Decay Regularization in Adam" in fastai lib
anandsaha.github.io
My web site
cs224n.assignments
Assignments from the Stanford cs224n class
gpt-from-scratch
Following Andrej Karpathy's tutorial
my.deeplearning.lab
My hands-on notes and codes on deep learning with tensorflow and keras.
rnn-projects
Projects using RNN
rq-docker
Docker image for running redis queue (rq) workers and dashboard.