Bala's repositories
sms-classification
NLP algorithm to classsify SMS messages.
deeplearning1
this repo contains practice programs and kaggle submissions for image classification, collaborative filtering, sequence models, RNN's and LSTM's
MIT_OCW_Linear_Algebra_18_06
IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)
awesome-computer-vision
A curated list of awesome computer vision resources
bgslibrary
A C++ Background Subtraction Library with wrappers for Python, MATLAB, Java and GUI on QT
cheat_sheets
A collection of handy cheat sheets for programming, data science, version control, statistics, and probability.
linux_config
my emacs IDE config files for common lisp development
Notes
Notes about different topics
predict-author
this is a code repo for the kaggle competition Spooky Author Identification
predict-network-attack
a repository for analysing and predicting the network attacks using machine learning and deep learning.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
music_scripts
music generation scripts
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
programming-languages
Awesome Programming Languages
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
StudyBook
Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)
tag_summarization
this repository contains the code to predict the tags of a text(hacker earth competition)
Text_Summarization
Python code using cutting edge DL,ML,NLP techniques for text summarization