sumitbali Goto Github PK

ai-with-tensorflow

Code from my course, "Artificial Intelligence with TensorFlow"

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Beginner’s Guide to Using PyTorchfor Deep Learning

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization. https://poloclub.github.io/cnn-explainer/

deep-learning-notes

My CS231n lecture notes

doubledip

Official implementation of the paper "Double-DIP: Unsupervised Image Decomposition via Coupled Deep-Image-Priors"

fastai

The fastai deep learning library, plus lessons and tutorials

gibmacos

Py2/py3 script that can download macOS components direct from Apple

gmic

An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

keras

Deep Learning for humans

machine-learning-systems-design

A booklet on machine learning systems design with exercises

machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

practicaldl

A Practical Guide to Deep Learning with TensorFlow 2.0 and Keras materials for Frontend Masters course

pydata-annarbor2017-dl-tutorial

Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017

python-deepdive

Python Deep Dive Course - Accompanying Materials

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

rising

Provides everything needed for high performance data loading and augmentation in pytorch.

scikit-learn

scikit-learn: machine learning in Python

securing-your-ai-and-machine-learning-systems

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

waterfall

An easy to use waterfall chart function for Python