Sukhendra Singh's repositories
ML-Notebooks
:fire: A series of code examples for all sorts of machine learning tasks and applications.
ML-Course-Notes
๐ Sharing course notes on all topics related to machine learning, NLP, and AI.
transformers
vision transformer and attention
Python-Crash-Course
Code samples for a Python Begineer
100-Days-Of-ML-Code
100 Days of ML Coding
2015
Public material for CS109
30-Days-Of-Python
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
awesome-image-classification
A curated list of deep learning image classification papers and codes
CNN-Transfer-learning-Pneumonia-detection
Pneumonia detection using CNN
complex-valued-deep-learning-for-condition-monitoring
Formulation of a complex-valued deep learning framework based on JAX, and successive application over a vibration signals classification task.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
deeplearningpneumonia
Detecting Viral and Bacterial Pneumonia from Chest Xrays With Colaboratory, Drive, Transfer Learning, and Data Augmentation
EscVM_YT
EscVM YouTube Channel Repository
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
HyperNets
Hypercomplex Neural Networks with PyTorch
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
movie-sentiment-analysis-with-deep-neural-networks
Training three separate Sentiment Classification Models, namely: Simple Neural Net, CNN & LSTM, on the popular IMDb Movie Reviews dataset. We shall get a first hand sense on why LSTMs are well suited to handle (sequential) text data.
nn-zero-to-hero
Neural Networks: Zero to Hero
practical-python
Practical Python Programming (course by @dabeaz)
project-based-learning
Curated list of project-based tutorials
Python
All Algorithms implemented in Python
Python-programming-exercises
100+ Python challenging programming exercises
qftpy
[WIP] Quaternion Fourier Transform and Convolution / ๅๅ ๆธๅ ้่่ฎๆ
Quaternion-Convolutional-Neural-Networks
Quaternion Convolutional Neural Networks: A novel approach that extends traditional convolutional neural networks by introducing quaternions, a hypercomplex number system. The proposed method outperforms traditional CNNs on several image classification tasks while maintaining a similar number of parameters.
singhsukhendra
Config files for my GitHub profile.
VitCovid-Classification
A ViT based image classification model that classifies chest x-ray images as lung opacity, normal, viral pneumonia or COVID-19 positive.