anandsaha Goto Github PK

adamw.paper.impl

Implementation of the paper "Fixing Weight Decay Regularization in Adam" in fastai lib

algo.ds.interview.lab

Problem solving in Algorithms & Data Structures

anandsaha.github.io

My web site

awesome-deep-learning-papers

The most cited deep learning papers

cs224n.assignments

Assignments from the Stanford cs224n class

cs231n.assignments

My assignment solutions for the cs231n class.

deep-learning-with-pytorch-video

Deep learning with PyTorch, published by Packt

deep.learning.with.pytorch

defunct.udacity-machine-learning-nd

Content for Udacity's Machine Learning curriculum

emnist

fashion.net

A model to train on http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html

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.

files

Public files

flytbase.object.detection.counting

AI Platform for various use cases, with POC for object detection and counting

gan.implementations

gpt-from-scratch

Following Andrej Karpathy's tutorial

handson-ml-book-exercises

Exercises from the "Hands On Machine Learning" book

hit_counter

ml-exercises

my.ai.ml.lab

Notes and codes on AI/ML topics

my.deeplearning.lab

My hands-on notes and codes on deep learning with tensorflow and keras.

my.opencv.lab

OpenCV Exploration

my.reinforcement.learning.lab

Implementation of RL algorithms from the RLAI book

neuralnet.cpp.scratch

nips.cocob.pytorch

PyTorch implementation of the NIPS'17 paper Training Deep Networks without Learning Rates Through Coin Betting.

paper.summaries

Summary of papers I have read/plan to read, and summarise (Work In Progress)

playground

pronto

pytorch.cyclic.learning.rate

Using the CLR algorithm for training (https://arxiv.org/abs/1506.01186)