deeplearning-uci Goto Github PK

awesome-deep-learning-papers

The most cited deep learning papers

awesome-python-blogs

A curated list of Awesome Python Blogs and Newsletters for Python Developers and Newbies

awesome-rl

Reinforcement learning resources curated

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

cs-video-courses

List of Computer Science courses with video lectures.

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-book

MIT Deep Learning Book in PDF format

deep-learning-book-chapter-summaries

Attempting to make the Deep Learning Book easier to understand.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-neuroevolution

Deep Neuroevolution

deep_learning_lectures

eecs220p

EESC220P class UCI 2021

evonorm

Unofficial PyTorch Implementation of EvoNorm

gemmlowp

Low-precision matrix multiplication

graph-partition

implement different partition algorithm using Networkx python library

larq

An Open-Source Library for Training Binarized Neural Networks

models

Models and examples built with TensorFlow

monai

AI Toolkit for Healthcare Imaging

monaibootcamp2021

Materials for the 2021 MONAI Bootcamp

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.

py-dag

Python implementation of directed acyclic graph

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

robustart

The first comprehensive Robustness investigation benchmark on large-scale dataset ImageNet regarding ARchitecture design and Training techniques towards diverse noises.

start-summit-2017-blockchain-machine-learning-workshop

Presentation Material and Sample Code from the DataReply Blockchain and Machine Learning Workshop at START Summit 2017 in Switzerland

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.