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Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data

2017-10-20 4,634 ai machinelearning cheatsheets BigData DataScience RStats Bi cheatsheet fintech numpy tensorflow dataviz Javascript IOT Pytorch

Over the past few months, I have been collecting AI cheat sheets. From time to time I share them with friends and colleagues and recently I have been getting asked a lot, so I decided to organize and…
GPU Technology Conference 2018 - #1 GPU Developer Event

2017-11-06 1,306 AI deeplearning Pytorch nvidia bigdata healthcare GTC2020

The world's biggest and most important GPU developer conference. Learn how to harness the latest GPU technology. Enjoy face-to-face interactions with industry luminaries and NVIDIA experts.
The State of Machine Learning Frameworks in 2019

2019-10-10 862 PyTorch Tensorflow DeepLearning

Since deep learning regained prominence in 2012, many machine learning frameworks have clamored to become the new favorite among researchers and industry practitioners. From the early academic outputs Caffe and Theano to the massive industry-backed PyTorch and TensorFlow, this deluge of options makes it difficult to keep track of what
Top 5 Deep Learning Frameworks, their Applications, and Comparisons!

2019-03-14 688 DataScience tensorflow pytorch

This article delves into 5 popular deep learning frameworks, their applications and how they compare against each other. A must-read for everyone!
Deep Learning for Coders with fastai and PyTorch: The Free eBook

2020-06-01 577 pytorch

If you are interested in a top-down, example-driven book on deep learning, check out the draft of the upcoming Deep Learning for Coders with fastai & PyTorch from team.
Browse the State-of-the-Art in Machine Learning

2019-02-01 544 MachineLearning pytorch

509 leaderboards • 963 tasks • 700 datasets • 8597 papers with code.
Deep Learning – PyTorch from 0 to 1 -

2020-11-20 538 PyTorch

objective of this article is to sweep through this central topic in DeepLearning of choosing the activation and cost (loss) function according to the problem you are looking to solve by means of a DeepLearning algorithm.
Introducing PyTorch3D: An open-source library for 3D deep learning

2020-02-06 431 PyTorch

We just released PyTorch3D, a new toolkit for researchers and engineers that’s fast and modular for 3D deep learning research.
The 10 most useful Machine Learning projects of the past year (2018)

2019-01-02 413 MachineLearning DataScience DeepLearning bigdata pyTorch

The past year has been a great one for AI and Machine Learning. Many new high-impact applications of Machine Learning were discovered and brought to light, especially in healthcare, finance, speech…
Understanding Convolutional Neural Networks through Visualizations in PyTorch

2019-01-18 408 PyTorch BigData

In the present era, machines have successfully achieved 99% accuracy in understanding, identifying the features and objects in the images. We see them daily, to quote a few, smartphones recognizing…
PyTorch -A Framework for Deep Learning

2020-10-09 404 PyTorch

Deep learning is a subset of machine learning where artificial neural networks, algorithms inspired by the human brain, learn from large amounts of data. Every once in while, there comes a library or…
PyTorch Tutorial: How to Develop Deep Learning Models with Python

2020-03-22 334 PyTorch

Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook. At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models. Achieving this directly is challenging, although thankfully, …
Which Deep Learning Framework is Growing Fastest? – Towards Data Science

2019-04-01 331 TensorFlow PyTorch deeplearning datascience

In September 2018, I compared all the major deep learning frameworks in terms of demand, usage, and popularity in this article. TensorFlow was the undisputed heavyweight champion of deep learning…
Learn how to use PyTorch for deep learning

2020-04-30 313 Pytorch

PyTorch is an open source machine learning library for Python that facilitates building deep learning projects. We've published a 10-hour course that will take you from a being complete beginner in PyTorch to using it to code your own GANs (generative adversarial networks). You don't even have to know what a GAN is to start! This coding-first course is approachable to people starting out with deep learning and neural networks. This is a comprehensive course and it covers the following topics:
Deep Learning with PyTorch

2019-11-21 312 DeepLearning ArtificialIntelligence PyTorch

An open source deep learning platform that provides a seamless path from research prototyping to production deployment.
Deep learning frameworks: PyTorch vs. TensorFlow

2019-08-26 260 DeepLearning PyTorch TensorFlow

If you actually need a deep learning model, PyTorch and TensorFlow are both good choices