jayanth's repositories
AI-Crash-Course
AI-Crash-Course, published by Packt
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
basic_model_scratch
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
brylevkirill-notes
Resources to learn more about Machine Learning and Artificial Intelligence
coursera-RLGlue
Copy of andnp/coursera-rl-glue.git
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
demos-cs357
Numerical Methods I, CS 357, Univ. of Illinois
escreen
Noah Friedman's escreen.el
fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
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.
imutils
A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.
lucent
Lucid library adapted for PyTorch
MathJax-demos-web
A repository with examples using mathjax-v3
mnist
MNIST Data
nielsen-neural-networks-and-deep-learning
Michael Nielsen's Book -- Neural Networks and Deep Learning
nlp-in-practice
NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
practical-python
Practical Python Programming (course by @dabeaz)
pyspammodule
CPython extension module in C
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-dist
PyTorch Distributed Processing
so-simple-theme
A simple Jekyll theme for words and pictures.
tensorflow
An Open Source Machine Learning Framework for Everyone
test-jekyll-themes
Test Jekyll themes, especially LaTeX
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition