anilsarode Goto Github PK

ai-research

This is repository of AI artifacts, datasets, training help. If you have any suggestions please feel free to let me know

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

driver_distractions_detection

fastbook

The fastai book, published as Jupyter Notebooks

gstream_python3

julia

The Julia Language: A fresh approach to technical computing.

juliacoursenotebooks

Jupyter notebooks for the Julia Scientific Programming course on Coursera

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

machine-learning-digital-book-

This notebook is made to understand the Machine learning concepts from the basic level.

mit_ocw_linear_algebra_18_06

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

nnfsix

Neural Networks from Scratch in various programming languages

prml

PRML algorithms implemented in Python

python-cloudmqtt-example-rpi

python-for-signal-processing

Notebooks for "Python for Signal Processing" book

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python3_basics

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_neural_network_scratch

pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

statsplots.jl

Statistical plotting recipes for Plots.jl

support-vector-machines-succinctly

the-elements-of-statistical-learning-python-notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

tutorials

PyTorch tutorials.

yolov7-helmetdetection